data_source
stringclasses 1
value | prompt
stringclasses 1
value | ability
stringclasses 1
value | reward_model
dict | extra_info
dict | id
stringlengths 7
10
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listlengths 1
1
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stringlengths 42
45
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|---|---|---|---|---|---|---|---|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
1,
2,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
2,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3900
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3900.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
1,
2,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
4
]
],
"initial_player": [
2,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3901
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3901.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
1,
2,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
4
]
],
"initial_player": [
1,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3902
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3902.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
1,
2,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
4
]
],
"initial_player": [
1,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3903
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAIJElEQVR4nO3dvY4b5xmAUSpQQyC1U6Rxk0ZQZSFBqoUqQ50lwFeTC/C1qAhgqXW12Cqw4c5dGjUu4toA2xQ0CGL5s+TMkI9255yKJMCdt+GD75vlDJ99ePvVAqDwp3oAYL4ECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABmef1AHP3zfc/1yPwiH1896oeYRQB6i2Xy3qE4VarlflD79+8qEcYxRYMyAgQkBEgmN7N7c3N7c3xV1gIEBByEhouxZLnQVZAcCV3r+/qET47AgQTO7TwsSDaJUAwpeOV0aB7nAOCyaz78sM/f1g//fo/X68fbL9yc3tjL7ZhBQRT2rRm83j3FTYECMgIEJARIJjS5rzP5vHuK2w4CQ2TuXt9d3N7s1uZ7Vecgd4mQDDE4H+oH3rjPMNkCwZkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BA5nk9ADwFd6/vzn3Lze3NJSZ5XKyAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkXIwKQwy4+nTyv/AEWAEBGQECMgIEZAQIyDgJ3VutVvUIo5g/9PHdq3qEUQSot1wu6xGGW61W5g+9f/OiHmEUWzAgI0BAxhYM/vDvf/25HuFU3373ez3CNKyAgIwAARlbMLjv7//4az3Cfj/9+Gs9wsSsgICMAMEx//3lf7M9+hUIEBy0/vxXFWiPfh0CBPttf/KvX4H26FcjQLDf317+ZfvpNStw71j3JnlKBAgOSho0n/osBAiOu3KDZlWfhQDBg67WoLnVZyFAcIorNGiG9VkIEJzoog2aZ30WAgSnu1CDZlufhQDBWSZv0JzrsxAgONeEDZp5fRYCBANM0iD1WQgQDDOyQeqzJkAw0OAGqc+GAMFwAxqkPtsECEY5q0Hqc48AwVgnNkh9dgkQTODBBqnPXgIE0zjSIPU5RIBgMnsbpD5HCBBM6fheTH3uESCY2KHKqM8uAYLp7bZGffYSIJjeg/8FY02AYGInfg+IhQDBtI6fddagewQIJrO3Php0hADBNI6sfTToEAGCCTz4fR8N2kuAYKwTv22oQbsECEY567vOGnSPAMFwA6600KBtAgQDDb7OS4M2BAiGGHmVqQatCRCcbZJr3DVoIUBwrgnvsKFBAgRnmPz+PjNvkADBqS50d7E5N0iA4CQXvbfhbBskQPCwK9xZdZ4NEiB4wNXu6zzDBgkQHHPlu8rPrUECBAclv2kxqwYJEOwX/qLOfBokQLDfkTuKPfmjX40AwUF776k6k6NfhwDBMe3n/2nXZyFAQOh5PQB8dn768dd6hLmwAgIyAgRkbMHgD99+93s9wuxYAQEZAQIyzz68/aqegUfsm+9/rkeYtY/vXtUjjOIcEGMtl8t6hOFWq9Wjnv/9mxf1CKPYggEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgIPO8HoBHb7Va1SOM8qjn//juVT3CKALEWMvlsh5huNVq9ajnf//mRT3CKLZgQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjIuB0HnOGXL7+89CFefvp06UN8PqyAgIwAARlbMBhi8o3SFTZ3nyErICAjQEBGgOCCbr/4oh7hsyZAcCnr+mjQEQIEF7HdHQ06RIBgervF0aC9BAgmdqg1GrRLgGBKxyujQfcIEEzmlL5o0DYBgmmcXhYN2hAgmMC5TdGgNQGCsYbVRIMWAgQjjemIBgkQjPL6t9+S9z4NAgRjDeuI+iwECCZxbk3UZ02AYBqnN0V9NgQIJnNKWdRnmwDBlI73RX3uESCY2KHKqM8uAYLp7bZGffYSILiI7eKozyECBJey7o76HCFAcEHqc5wAARkBAjJ+mhmGmOcvKU/OCgjICBCQsQWDM7z89Kke4UmxAgIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQObZh7df1TMAM2UFBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABmf8D0jzHGPyyc7kAAAAASUVORK5CYII="
] |
/root/sokoban_processed/images/train_3903.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
1,
2,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
4
]
],
"initial_player": [
2,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3904
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3904.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
2,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
2
]
],
"initial_player": [
4,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3905
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3905.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
2,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
2
]
],
"initial_player": [
3,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3906
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3906.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
2,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
3,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3907
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3907.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
2,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
4,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3908
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3908.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
2,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
4,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3909
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3909.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
2,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
1
]
],
"initial_player": [
2,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3910
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3910.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
2,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
1
]
],
"initial_player": [
1,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3911
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3911.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
2,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
1
]
],
"initial_player": [
1,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3912
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3912.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
0,
0,
0,
0
],
[
0,
1,
0,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
2,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
1
]
],
"initial_player": [
1,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3913
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3913.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
0,
0,
0,
0
],
[
0,
1,
0,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
2,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
1
]
],
"initial_player": [
2,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3914
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3914.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
2
]
],
"initial_player": [
3,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3915
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3915.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
1
]
],
"initial_player": [
3,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3916
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAINklEQVR4nO3dsW4c1xmA0XGgZoHUVpHGjRpBlQUHqQhVhrpYgJ8mD+BnUREgVutKYBXYSOcujRoXcW1g2hQUJGq1XC53ZvcjZ86BCnEBcv5mP9xLztz94sfvvh4ACn+qBwDWS4CAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJB5VA8w1d//9Z96BB6wN6+e1yOs2oMP0DAMm82mHuF44ziaP/T65dN6hFWzBQMyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQGYJx3Hcya9ffXXqSzx79+7Ul4BlsAICMgIEZFa3Bftg9o3SGTZ3sDBWQEBGgICMAN3i7Zdf1iPAYgnQPlf10SA4EQG60fXuaBCcggDt9nlxNAhmJ0A73NQaDYJ5CdC2/ZXRIJiRAH3ikL5oEMxFgD46vCwaBLMQoPfu2hQNgukEaBiOrYkGwUQCNKkjGgRTCNDw4vffk+8FBGgYju2I+sBEAvTeXWuiPjCdAH10eFPUB2YhQJ84pCzqA3MRoG37+6I+MCMB2uGmyqgPzEuAdvu8NeoDsxOgG10vjvrAKQjQPlfdUR84EQG6hfrA6QgQkBEgILPej2b2ScqQswICMgIEZFa3BXv27l09AvCeFRCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjJLOI5jHMd6hEke9PxvXj1//fJpPQUP1RICtNls6hGON47jg55ffZjCFgzICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAAZlH9QAzGMexHmGShz7/g/bm1fN6hFVbQoA2m009wvHGcTR/6PXLp/UIq2YLBmQECMgsYQv2wT//8ed6hEN9/8MfJ/35F28vhmG4fHG55xXIWQEBmUWtgNhyteqBe2uZAfrmr3+pR9jtl59/C69u/8V9Ywu2QDctfCyIuG+WH6D//vq/VV19f2U0iHtl4QG6ev9XDTr/1a/68tPffrr69+H1669oEPfHkgN0/Z1//gZVV9/qzs5X4J5YcoCePHt8/ctzVmDrWluTAFeWHKAhapD6wIEWHqDh7A3K6/Ptv7/d+v/nr8A9scz7gLY8efZ46zcyJ+pCXp/LF5cXby8+r8z1V9wNxP2xigANZ2nQmetz9B+zbvpGYeL8lr8F++Cke7F87QMP0YoCNJysQeoDx1lXgIYTNEh94GirC9Awa4PUB6ZYY4CGmRqkPjDRSgM0TG6Q+sB06w3QMKFB6gOzWHWAhqMapD4wl7UHaLhjg9QHZiRAw3Bwg9QH5iVA793aIPWB2QnQR3sapD5wCgL0iZ0NUh84EQHatn8vpj4wIwHa4abKqA/MS4B2+7w16gOzE6Ddbv0rGDCdAO1w4H1AwEQCtG3/b501CGYkQJ/YWR8NghMRoI/2rH00CE5BgN679X4fDYLZCdAwHHy3oQbBvATobvc6axDMaO0BOuJJCw2Cuaw6QEc/56VBMIv1BmjiU6YaBNOtNECzPOOuQTDRGgM04wkbGgRTPKoHOLfZz/d58uzx1tmJyXPzly8u7/otF28vTjEJHG5dK6ATnS5mHQTHWVGATnq2oQbBEdYSoDOcrKpBcFerCNDZznXWILiT5QfozKfKaxAcbuEBSj7TQoPgQEsOUPiJOhoEh1hygPacKLb4q8ODsOQADTecqbqSq8P9t/AADfX7X31gj+UHCLi3lvks2C8//1aPANxumQFagyOePp39J8BEtmBAZlEroO9/+KMeAbgDKyAgI0BAZglbsHEc6xEmMT9He/PqeT3CJEsI0GazqUc43jiO5g899Plfv3xajzCJLRiQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjJf/Pjd1/UMwEpZAQEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQOb/DR/dVNmmlxoAAAAASUVORK5CYII="
] |
/root/sokoban_processed/images/train_3916.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
1
]
],
"initial_player": [
4,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3917
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3917.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
1
]
],
"initial_player": [
4,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3918
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3918.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
1
]
],
"initial_player": [
3,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3919
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3919.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
2,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
2,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3920
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3920.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
2,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
3,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3921
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3921.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
2,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
4,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3922
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3922.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
2,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
4,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3923
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3923.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
1,
2,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
3,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3924
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAIH0lEQVR4nO3dsY4b1xmA0VWghkBqp0jjJo2gSoKDVAtVhjpLgJ8mD+BnURHAUutqsVVgw527NGpcxLUBtikECBuvtKJIznx37p5TkQS48zf8cO8sZ/jg9YsnFwCFP9UDAPeXAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgIPOwHuC+++b7n+sR2LA3L5/WI5xEgHq73a4e4Xj7/d78oVfPH9UjnMQWDMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGbfjYFW/fPnl0od4/Pbt0ofgXKyAgIwAARlbMBpn3yitsLnj7KyAgIwAARkBYmhXX3xRj8CCBIhxvauPBk1MgBjUze5o0KwEiBHdLo4GTUmAGM7HWqNB8xEgxnJ3ZTRoMgLEQA7piwbNRIAYxeFl0aBpCBBD+NymaNAcBIjecTXRoAkIELFTOqJBWydAxJ799lvyXkYgQPSO64j6TECAGMLn1kR95iBAjOLwpqjPNASIgRxSFvWZiQAxlrv7oj6TESCG87HKqM98BIgR3W6N+kxJgBjUzeKoz6wEiHG96476TEyAGJr6zE2AgIwAARk/zUzDLylzYQUEhAQIyNiCsarHb9/WIzAQKyAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGTcjqO33+/rEU5i/tCbl0/rEU4iQL3dblePcLz9fm/+0Kvnj+oRTmILBmQECMjYgnE2//rnn+sRDvXtd7/XI3BxYQUEhAQIyNiCcX5f/f2v9Qgf9tOPv9Yj8H+sgICMALGs//zy33t7dD5JgFjQu89/VYH26BxCgFjKzU/++hVoj86BBIil/O3xX24+XbMCfzjWHyZhHALEgpIGqc+GCBDLWrlB6rMtAsTiVmuQ+myOALGGFRqkPlskQKxk0Qapz0YJEOtZqEHqs10CxKrO3iD12TQBYm1nbJD6bJ0AEThLg9RnAgJE48QGqc8cBIjM0Q1Sn2kIEKUjGqQ+MxEgYp/VIPWZjADRO7BB6jMfAWIIn2yQ+kxJgBjFHQ1Sn1kJEAP5YIPUZ2ICxFju3oupz2QEiOF8rDLqMx8BYkS3W6M+UxIgRvTJ/4IxBwFiOAd+D4gJCBBjufusswZNRoAYyAfro0ETEyBGccfaR4NmJUAM4ZPf99GgKQkQvQO/bahB8xEgYp/1XWcNmowAUTriSgsNmokAkTn6Oi8NmoYA0TjxKlMNmoMAETjLNe4aNAEBYm1nvMOGBm2dALGqs9/fR4M2TYBYz0J3F9Og7RIgVrLovQ01aKMEiDWscGdVDdoiAWJxq93XWYM2R4BY1sp3ldegbREgFpT8poUGbYgAsZTwF3U0aCsEiKXccUex6Y/OgQSIBX3wnqr35OgcQoBYVvv5V5/BCRCQeVgPwIR++vHXegS2wQoIyAgQkLEF42y+/e73egQ2xgoIyAgQkHnw+sWTegY27Jvvf65HuNfevHxaj3AS54A41W63q0c43n6/3/T8r54/qkc4iS0YkBEgICNAjOjy6vLy6vLuV5iAAAEZJ6EZlyXP9KyA2IzrZ9f1CJyZADGcjy18LIjmI0CM5e7KaNBknANiIO/68sM/fnj39Ot/f/3uwc1XLq8u7cWmYQXEWN635v3j268wDQECMgIEZASIsbw/7/P+8e1XmIaT0Azk+tn15dXl7crcfMUZ6JkIEI2j/6H+sTcK0xbZggEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQeVgPABcXFxfXz64/9y2XV5dLTMKarICAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGRcjErjiKtPz/4XyFkBARkBAjICBGQECMg4Cc2p9vt9PcJJNj3/m5dP6xFOIkCcarfb1SMcb7/fb3r+V88f1SOcxBYMyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAGZB69fPKlnAO4pKyAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMj8D2U2xxiae+vHAAAAAElFTkSuQmCC"
] |
/root/sokoban_processed/images/train_3924.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
1,
3
]
],
"initial_player": [
2,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3925
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3925.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
1,
3
]
],
"initial_player": [
2,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3926
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3926.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
1,
3
]
],
"initial_player": [
1,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3927
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3927.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
1,
2
]
],
"initial_player": [
1,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3928
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3928.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
0,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
2,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3929
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3929.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
0,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
2,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3930
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3930.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
0,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
4
]
],
"initial_player": [
2,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3931
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3931.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
0,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
4
]
],
"initial_player": [
1,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3932
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3932.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
2,
0
],
[
0,
0,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
4
]
],
"initial_player": [
1,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3933
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3933.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
2,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
2,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3934
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3934.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
2,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
2,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3935
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3935.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
2,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
3,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3936
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3936.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
2,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
3,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3937
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3937.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
2,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
3,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3938
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3938.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
2,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
2,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3939
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3939.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
2,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
1,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3940
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3940.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
2,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
1,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3941
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3941.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
0,
0,
1,
0
],
[
0,
1,
1,
2,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
4,
2
]
],
"initial_player": [
3,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3942
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3942.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
0,
0,
1,
0
],
[
0,
1,
1,
2,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
4,
2
]
],
"initial_player": [
4,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3943
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3943.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
1,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3944
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3944.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
1,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3945
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3945.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
2,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3946
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3946.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
2,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3947
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3947.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
3,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3948
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3948.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
2
]
],
"initial_player": [
3,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3949
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3949.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
0,
0,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
1
]
],
"initial_player": [
3,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3950
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3950.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
4,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3951
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3951.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
3,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3952
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3952.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
3,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3953
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3953.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
2,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3954
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3954.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
2,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
2,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3955
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3955.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
2,
0,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
2
]
],
"initial_player": [
4,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3956
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3956.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
2,
0,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
3,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3957
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3957.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
2,
0,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
3,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3958
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3958.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
2,
0,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
2,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3959
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3959.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
2,
0,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
1,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3960
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAIBUlEQVR4nO3dsW4bVxqAUTpwQ2DrpEiTJo3hykaCrQhXgbvYQJ5mHyDP4iJA7DaVoGqRIF26NG5SbOoAbLcwYAiWLcskNd/cy3MqaiRq/kYf7h2Rw3svnz3aABQ+qwcAzpcAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgc78e4Fjf//x7PQIDe/X8cT3CWRs+QJvNZrvd1iMcbr/fmz/04umDeoSzZgsGZAQIyAgQa7S72O0udjcfYQICBGRmuAjNrCx5pmcFxDAun1zWI3BiAsTqfGjhY0E0HwFiXW6ujAZNxjUgVuRNX3759y9vvvzuv9+9eXD1yO5iZy82DSsg1uVta94+vn6EaQgQkBEgICNArMvb6z5vH18/wjRchGZFLp9c7i521ytz9Ygr0DMRIBoH/0P9Q08UphHZggEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQuV8PAJvNZnP55PJTn7K72N3FJCzJCgjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQMabUWkc8O7Tk/8GclZAQEaAgIwAARkBAjIzXITe7/f1CEcxf+jV88f1CGdthgBtt9t6hMPt93vzh148fVCPcNZswYCMAAGZGbZg0/jpP/+qR7itH378px6BGVgBARkBAjK2YGv0zbdf1iO832+//lWPwFSsgICMAK3dn3/872zPzvQEaNXe/P1XFWjPzjkQoPW6+pe/fAXas3MmBGi9vn74xdUvl6zAO+d6ZxI4FQFataRB6sNiBGjtFm6Q+rAkARrAYg1SHxbmhYhj+PrhF+9cFT55HZapzx9ffXUXv/aqh69f3/UpOBUroGHc6TrI2oeEAI3kjhqkPlRswQZz8r1YVZ+Tb5QW2NxxclZA4znhOsjah5YADekkDVIfcgI0qiMbNEp9Lj7/vB6BOyRAAzu4QWPVR4MmJkBjO6BBY9Xn+mNmIkDD+6QGjVifDx1hAgI0g1s2aNz63HyccQnQJD7aoNHrc5vvMhwBmscNDZqjPrf/GUYhQFN5b4Nmqs+n/iQrJ0CzuXkvNkF9Dvt51kmAJvShykxTn2OexaoI0Jyut2ay+hz/XNZAgOb00f+CrceTv/9OnssaCNCEbvk6oPU4rCPqMwEBms3NV52naZD6zEGApvLe+szXIPWZhgDN44a1z0wNUp+ZCNAkPvp6nzkapD6TEaAZ3PLVhqM3SH3mI0DD+6TXOo/bIPWZkgCN7YB3WozYIPWZlQAN7OD3eY3VIPWZmACN6sh3mY7VIGYlQEM6yXvcR2kQExOg8ZzwDhsaRMtHMw/m5Pf3OflnPd+ST1JmYwU0lju6u5h1EBUBGsad3ttQg0jYgo1hgTurLrMXe/j69cl/J+OyAhrAYvd1tg5iYQK0dgvfVV6DWJIArVrymRYaxGIEaL3CT9TRIJYhQOt1wx3Fpj87Z0KAVu2991Q9k7NzDgRo7dq/f/XhTgkQkPFCxDX67de/6hFgCVZAQEaAgIwt2Ir88OM/9QiwKCsgICNAQObey2eP6hnO2vc//16PwMBePX9cj3AU14B62+22HuFw+/3e/KEXTx/UIxzFFgzICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAAZn79QBs9vt9PcJRzB969fxxPcJRBKi33W7rEQ633+/NH3rx9EE9wlFswYCMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkLn38tmjegbgTFkBARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BA5v/wFdv9vX2t0AAAAABJRU5ErkJggg=="
] |
/root/sokoban_processed/images/train_3960.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
2,
0,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
1,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3961
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3961.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
2,
0,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
1,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3962
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3962.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
1,
1,
2,
0,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
2,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3963
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3963.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
3,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3964
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3964.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
2,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3965
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3965.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
4
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
2,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3966
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3966.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
2,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3967
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3967.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
3,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3968
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAIJUlEQVR4nO3dvW4c1xmA4XWgZoHUVpHGjRqBlQUHqQhVhrpYgK8mF+BrUREgVutKYBXYSOcujRoXcW1g2hQUZJo/q+XuzLw7s88DFeIC5HzNvjiHnDn72ffffLkBKPypHgA4XwIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgIDMk3qAY/39X/+pRzhrb1+/qEdgwRYfoM1ms91u6xEONwzDoud/8+p5PQILZgsGZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgIDMGo7jeJSfv/hi6ktcvH8/9SVgHayAgIwAAZmz24J9NPpGaYbNHayMFRCQESAgI0Cf8O7zz+sRYLUEaJfr+mgQTESAHnSzOxoEUxCg+90tjgbB6AToHg+1RoNgXAJ02+7KaBCMSID+YJ++aBCMRYB+t39ZNAhGIUAfPLYpGgTHE6DN5tCaaBAcSYCO6ogGwTEEaPPy11+T7wUEaLM5tCPqA0cSoA8eWxP1geMJ0O/2b4r6wCgE6A/2KYv6wFgE6LbdfVEfGJEA3eOhyqgPjEuA7ne3NeoDoxOgB90sjvrAFARol+vuqA9MRIA+QX1gOgIEZAQIyJzvRzP7JGXIWQEBGQECMme3Bbt4/74eAfjACgjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAAZk1HMcxDEM9wlGWPj+ht69f1CMcZQ0B2m639QiHG4bB/KGlz//m1fN6hKPYggEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgIPOkHmAEwzDUIxzF/K1Fz//29Yt6hKOsIUDb7bYe4XDDMJg/tPT537x6Xo9wFFswICNAQGYNWzBOxD//8ed6hH19+91vk/78y3eXm83m6uXVjlfYWAEBISsgmMr1qocdBIjxffXXv9Qj3O+nH38Jr27/dZctGIzsoYWPBdFdAsS0/vvz/87q6rsro0G3CBATun7/Vw2a/+rXffnhbz9c//v4+s1XNOgmAWIqN9/58zeouvqt7tz7Ch8JEFN5dvH05pdzVuDWtW5NwukQICaUNEh9FkSAmNbMDcrr8/W/v771/7uv8JH7gJjcs4unt34jM1EX8vpcvby6fHd5tzI3X3E30E0CxBxmaNDM9Tn4j1kPfeN5hskWjJlMuhfL1z4cRoCYz0QNUp/lEiBmNXqD1GfRBIi5jdgg9Vk6ASIwSoPUZwUEiMaRDVKfdRAgMgc3SH1WQ4AoHdAg9VkTASL2qAapz8oIEL09G6Q+6yNAnIRPNkh9VkmAOBU7GqQ+ayVAnJB7G6Q+KyZAnJbdezH1WRkB4uQ8VBn1WR8B4hTdbY36rJIAcYo++Vcw1kGAODl73gfECggQp2X3b501aGUEiBNyb300aMUEiFOxY+2jQWslQJyET97vo0GrJED09rzbUIPWR4CIPepeZw1aGQGidMCTFhq0JgJE5uDnvDRoNQSIxpFPmWrQOggQgVGecdegFRAg5jbiCRsatHRP6gE4L6Of7/Ps4umtsxOT5+avXl499lsu311OMcmyWAExn4lOF7MOWi4BYiaTnm2oQQslQMxhhpNVNWiJBIjJzXauswYtjgAxrZlPldegZREgJpR8poUGLYgAMZXwE3U0aCkEiKnsOFFs9VdnTwLEhO49U/VMrs4+BIhpte9/9TlxAgRkPAvG+H768Zd6BJZBgOAQBzx9OvpPWAFbMCBjBcRovv3ut3oEFsYKCMgIEJBZwxZsGIZ6hKOYP/T29Ys3r57XU5yvNQRou93WIxxuGAbzh9SnZQsGZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgIDMZ99/82U9A3CmrICAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICDzf/6w5h7CPAkhAAAAAElFTkSuQmCC"
] |
/root/sokoban_processed/images/train_3968.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
2
]
],
"initial_player": [
3,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3969
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3969.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
1
]
],
"initial_player": [
3,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3970
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3970.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
1
]
],
"initial_player": [
4,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3971
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3971.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
1
]
],
"initial_player": [
4,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3972
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAIPklEQVR4nO3dvW4j5xmA0XGwDYHUTpHGTZqFKy8cpBK2MraLF/DV5AJ8LVsEiLd1JagKbKRzl2YbF3FtYNoUWmj1Q1EkZ6hHmjmnIglQ8zZ88H0jzvCzH779agAo/KEeAFgvAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQOZFPcBUf//Xf+oRVu3921f1CDxjzz5AwzBsNpt6hOON4/is53/35mU9As+YLRiQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjJLuB3HQX754otTH+LLDx9OfQhYBisgICNAQGZ1W7Ars2+UHmFzBwtjBQRkBAjICNADzj//vB4BFkuAdrmsjwbBiQjQva53R4PgFARou7vF0SCYnQBtcV9rNAjmJUC37a6MBsGMBOiGffqiQTAXAfpk/7JoEMxCgD46tCkaBNMJ0DAcWxMNgokEaFJHNAimEKDh9W+/Je8FBGgYju2I+sBEAvTRoTVRH5hOgD7ZvynqA7MQoBv2KYv6wFwE6LbdfVEfmJEAbXFfZdQH5iVA291tjfrA7AToXteLoz5wCgK0y2V31AdORIAeoD5wOgIEZAQIyKz3p5n9kjLkrICAjAABmdVtwb788KEeAfjICgjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAAZkl3I5jHMd6hEme+/yE3r99VY8wyRICtNls6hGON46j+UPPff53b17WI0xiCwZkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgMyLeoAZjONYjzCJ+VvPev73b1/VI0yyhABtNpt6hOON42j+0HOf/92bl/UIk9iCARkBAjJL2IJd+ec//liPsK/vvv+9HgF6VkBARoCAzKK2YFe+/uuf6xG2+/mnX+sR4AmxAgIyyw/Qf3/532qPDk/cwgN0+fmvKtAeHZ6+JQfo+if/8SvQHh2ehSUH6C9f/un608eswK1j3ZoEuLTkAA1Rg9QH9rTwAA2P3iD1gf0tP0DDIzZIfeAgqwjQ8CgNUh841FoCNJy4QeoDR1hRgIaTNUh94DjrCtBwggapDxxtdQEaZm2Q+sAUawzQMFOD1AcmWmmAhskNUh+Ybr0BGiY0SH1gFqsO0HBUg9QH5rL2AA0HNkh9YEYCNAx7N0h9YF4C9NGDDVIfmJ0AfbKjQeoDpyBAN2xtkPrAiQjQbbv3YuoDMxKgLe6rjPrAvARou7utUR+YnQBt9+B/wYDpBGiLPb8HBEwkQLftPuusQTAjAbpha300CE5EgD7ZsfbRIDgFAfrowe/7aBDMToCGYe9vG2oQzEuADvuuswbBjNYeoCOutNAgmMuqA3T0dV4aBLNYb4AmXmWqQTDdSgM0yzXuGgQTrTFAM95hQ4NgitUFaPb7+2gQHG1dATrR3cU0CI6zogCd9N6GGgRHWEuAHuHOqhoEh1pFgB7tvs4aBAdZfoAe+a7yGgT7W3iAkt+00CDY05IDFP6ijgbBPpYcoB13FFv80eFZWHKAhnvuqbqSo8PTt/AADfXnX31gh+UHCHiyXtQDnMTPP/1ajwA8zAoIyAgQkFnUFuy773+vRwAOYAUEZAQIyCxhCzaOYz3CJOYPvX/76t2bl/UU67WEAG02m3qE443jaP6Q+rRswYCMAAEZAdru7Pzs7Pxs9yvARAIEZJZwEvp0LHngpKyADnDx+qIeARZFgLa4b+FjQQTzEqDbdldGg2BGzgHdcNmXH//24+XTb/79zeWD66+cnZ/Zi8EsrIBuu2rN1eO7rwCzECAgI0BARoBuuzrvc/X47ivALJyEvuHi9cXZ+dndylx/xRlomMt6A3T0P9Tve6MwwaFswYCMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjIvKgHeCouXl8c+paz87NTTALrYQUEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICCz3otRj7j6dPa/ACtnBQRkBAjICBCQESAg89kP335VzwCslBUQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRk/g82MNnMjXExJwAAAABJRU5ErkJggg=="
] |
/root/sokoban_processed/images/train_3972.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
1
]
],
"initial_player": [
3,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3973
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3973.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
2,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
0,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
3,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3974
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3974.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
2,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
0,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
4,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3975
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3975.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
2,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
0,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
3
]
],
"initial_player": [
4,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3976
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3976.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
1,
2,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
0,
1,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
3,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3977
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3977.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
2,
1,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
2,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3978
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3978.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
2
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
2,
1,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
2,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3979
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAH+ElEQVR4nO3dP2tcVx6AYWVJM5A6LtKkcWNUxeyylXAV3CWGfJr9APksLgIbt6mMqiUhXbpt3KTY1IFpUwgWoT9jaTRz33PPPA8urAHp/pp5OUe698wnP3771RlA4W/1AMDpEiAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQ+rQd4qm/+/Ws9Aiv27s3LeoSTtvoAnZ2dbTabeoT9bbdb84fevn5Rj3DSbMGAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJCZ4TiOk/Lbl18e+xLnHz4c+xJwxQoIyAgQkLEFW6uDb5QW2NzBDVZAQEaAgIwATe7955/XI8C9BGhmV/XRIIYlQNO63h0NYkwCNKfbxdEgBiRAE7qvNRrEaARoNrsro0EMRYCm8pC+aBDjEKB5PLwsGsQgBGgSj22KBjECAZrBfjXRIHICtHpP6YgG0RKg1Xv1xx/J98LTCdAM9uuI+pAToEk8tibqwwgEaB4Pb4r6MAgBmspDyqI+jEOAZrO7L+rDUARoQvdVRn0YjQDN6XZr1IcBCdC0rhdHfRiTAM3sqjvqw7AEaHLqw8gECMgIEJDx0cxr5ZOUmYAVEJARICBjC7Yy5x8+1CPAwVgBARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgM8NxHNvtth7hSczP3t69eVmP8CQzBGiz2dQj7G+73Zo/tPb5375+UY/wJLZgQEaAgMwMW7Bp/PCvz+oRHuq77/886s+/eH9xdnZ2+epyxytMwAoIyFgBMa6rVQ8TE6AR/f0fX9Qj3O2Xn38Pr27/NR9bMIZz38LHgmg+AjS6//72v5O6+u7KaNBkBGhoV+//qkHLX/2qLz/986erf/9//forGjQTARrX9Xf+8g2qrn6jO3e+wjQEaFzPz59d/3LJCty41o1J4FAEaGhJg9SHxQjQ6BZuUF6fr//z9Y3/336FabgPaAWenz+78RuZI3Uhr8/lq8uL9xe3K3P9FXcDzUSA1mGBBi1cn73/mHXfNwrTGtmCrcZR92L52ofTJEBrcqQGqQ8VAVqZgzdIfQgJ0PocsEHqQ0uAVukgDVIfcgK0Vk9skPowAgFasb0bpD4MQoDWbY8GqQ/jEKDVe1SD1IehCNAMHtgg9WE0AjSJjzZIfRiQAM1jR4PUhzEJ0FTubJD6MCwBms3uvZj6MBQBmtB9lVEfRiNAc7rdGvVhQAI0p4/+FQxGIEATeuB9QJAToNns/q2zBjEUAZrKnfXRIIYlQPPYsfbRIMYkQJP46P0+GsSABGgGD7zbUIMYjQCt3qPuddYghiJA67bHkxYaxDgEaMX2fs5LgxiEAK3VE58y1SBGIECrdJBn3DWInACtzwFP2NAgWp/WA/A4Bz/f5/n5sxtnJybPzV++unzst1y8vzjGJCzJCmhNjnS6mHUQFQFajaOebahBJARoHRY4WVWDWJ4ArcBi5zprEAsToNEtfKq8BrEkARpa8pkWGsRiBGhc4SfqaBDLEKBx7ThRbPqrcyIEaGh3nql6IlfnFAjQ6Nr3v/pwVAIEZDwLNqJffv69HgGWIEA09nj69OA/gZwtGJCxAhrId9//WY8Ai7ICAjICBGRm2IJtt9t6hCcxf+jdm5dvX7+opzhdMwRos9nUI+xvu92aP6Q+LVswICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkPvnx26/qGYATZQUEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAAZm/AMPq1QGvB9wlAAAAAElFTkSuQmCC"
] |
/root/sokoban_processed/images/train_3979.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
3
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
2,
1,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
3,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3980
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3980.png
|
sokoban_6x6_1horizon
|
<|im_start|>user
You are a Sokoban solver.
Sokoban Quick Guide
Goal: Push all boxes (X) onto targets (O).
Visual legend:
- Walls: red brick blocks with light mortar lines.
- Floor: solid black tiles.
- Targets: red outlined squares with a red diamond in the center.
- Boxes: yellow crates with an orange X.
- You: bright green alien/robot icon.
Rules:
Push boxes (can't pull).
Avoid walls (#).
Answers:
<answer> Up </answer> | <answer> Down </answer> | <answer> Left </answer> | <answer> Right </answer>
Rewards:
Move: -0.1
Box on target: +1.0
All boxes placed: +10.0
[Current Observation]:
<image>
Decide the next action:
Always output: <think> [Your thoughts] </think> <answer> [your answer] </answer> with no extra text. Strictly follow this format. <|im_end|>
<|im_start|>assistant
<think>
|
bfs
|
{
"ground_truth": [
1
],
"style": "rule"
}
|
{
"env_config": {
"grid_size": [
6,
6
],
"initial_base_grid": [
[
0,
0,
0,
0,
0,
0
],
[
0,
1,
2,
1,
0,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
1,
0,
0
],
[
0,
0,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
2
]
],
"initial_player": [
3,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_3981
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3981.png
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