Datasets:
data_source
stringclasses 1
value | prompt
stringclasses 1
value | ability
stringclasses 1
value | reward_model
dict | extra_info
dict | id
stringlengths 7
10
| images
listlengths 1
1
| image_path
stringlengths 42
45
|
|---|---|---|---|---|---|---|---|
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,
2,
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,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_0
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_0.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,
2,
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,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_1
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_1.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,
0,
0,
1,
0
],
[
0,
0,
2,
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_2
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_2.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,
0,
0,
1,
0
],
[
0,
0,
2,
1,
1,
0
],
[
0,
1,
1,
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_3
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_3.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,
0,
0,
0
],
[
0,
0,
0,
0,
1,
0
],
[
0,
0,
2,
1,
1,
0
],
[
0,
1,
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_4
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_4.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,
2,
1,
1,
1,
0
],
[
0,
0,
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_5
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_5.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,
2,
1,
1,
1,
0
],
[
0,
0,
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_6
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAINElEQVR4nO3dL49bVx6AYWcVYmlxC5aUlERBiXa1aBRUhSWR+mn2A/SzBKyUhBaNBq1ahZUtCSnY4kqmC6aaTuaPx7F9/PpePw/yWPLcH/Grc659rx+9f/1sAVD4Sz0AcLoECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABmcf1ALt69e5jPQIT9uHN83qEkzb5AC0Wi+VyWY+wvdVqZf7Q25dP6hFOmi0YkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyj+sB9mC1WtUj7MT8bO3Dm+f1CDuZQ4CWy2U9wvZWq5X5Q1Of/+3LJ/UIO7EFAzICBGTmsAXjSPz7X3+tR9jU9z/8Xo/AYmEFBIQECMjYgrF/f//H3+oR7vbzT7/WI/AZKyAgI0CM9d9f/neyR+dBAsRAl+//qgLt0dmEADHK9Xf+4SvQHp0NCRCjfPv06+t/HrICN451YxKOhwAxUNIg9ZkQAWKsAzdIfaZFgBjuYA1Sn8k5uS8i/vLNN6MP8fTTp9GHmJxvn35946zw3uugPlNkBcSBDF0Hqc9ECRCHM6hB6jNdJ7cFu7L3jdIBNnczsPe9mPpMmhUQh7bHdZD6TJ0AEdhLg9RnBgToAedffVWPME87Nkh95kGA1rmsjwYNsnWD1Gc2BOhe17ujQYNs0SD1mRMButvt4mjQIF/UIPWZGQG6w32t0aBBNmyQ+syPAN20vjIaNMiDDVKfWRKgz2zSFw0aZE2D1GeuBOhPm5dFgwa5s0HqM2MC9IcvbYoGDbJ+L6Y+MyNAi8W2NdGgQe6rjPrMjwDt1BENGuR2a9RnlgRo8eK335LXssaDn4IxDwK0WGzbEfUZZMPvATEDAvSHL62J+gyy/qyzBs2MAP1p86aozyB31keDZkyAPrNJWdRnkDVrHw2aKwG6aX1f1GeQB7/vo0GzJEB3uK8y6jPIht821KD5EaC73W6N+gzyRd911qCZEaB7XS+O+gyyxZUWGjQnArTOZXfUZ5Ctr/PSoNkQoAeozyA7XmWqQfMgQAT2co27Bs2AAHFoe7zDhgZN3en+NLNfUk7s/f4+e/+tZw7JCojDGXR3Meug6RIgDmTovQ01aKJObgv29NOneoRTdIA7q9qLTZEVEMMd7L7O1kGTI0CMdeC7ymvQtAgQAyW/aaFBEyJAjBL+oo4GTYUAMcqaO4rN/uhsSIAY6M57qp7I0dmEADFW+/5XnyMnQEDm5L6IyAH8/NOv9QhMgxUQkBEgIGMLxt58/8Pv9QhMjBUQkBEgIPPo/etn9Qwn7dW7j/UITNiHN8/rEXbiHFBvuVzWI2xvtVqZP/T25ZN6hJ3YggEZAQIyAsQxOjs/Ozs/W/8MMyBAQMZJaI6XJc/sWQExGRcvLuoR2DMB4ujct/CxIJofAeK4rK+MBs2Mc0Ackcu+/PjPHy///O4/310+uP7M2fmZvdhsWAFxXK5ac/X49jPMhgABGQECMgLEcbk673P1+PYzzIaT0ByRixcXZ+dntytz/RlnoOdEgGhs/YH6fS8UpimyBQMyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAg87geABaLxeLixcWXvuTs/GzEJBySFRCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIyLUWlscfXp3v8DOSsgICNAQEaAgIwAAZlH718/q2dgwl69+1iPcNI+vHlej7ATn4Kxq+VyWY+wvdVqNen53758Uo+wE1swICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkHr1//ayeAThRVkBARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJD5P98I1kjxThODAAAAAElFTkSuQmCC"
] |
/root/sokoban_processed/images/train_6.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,
2,
1,
1,
1,
0
],
[
0,
0,
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_7
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_7.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,
2,
1,
1,
1,
0
],
[
0,
0,
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_8
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_8.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,
2,
1,
1,
1,
0
],
[
0,
0,
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_9
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_9.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,
2,
1,
0,
0,
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_10
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_10.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,
2,
1,
0,
0,
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_11
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_11.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,
2,
1,
0,
0,
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,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_12
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_12.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,
0,
0,
0
],
[
0,
2,
1,
0,
0,
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,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_13
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_13.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,
0,
0,
0
],
[
0,
2,
1,
0,
0,
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,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_14
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_14.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,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
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_15
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_15.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,
0,
0,
0
],
[
0,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
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_16
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAIH0lEQVR4nO3dvW4j5xmA0XGwjYDUTuHGTZrFVl44SCVsZWwXL+CryQX4WrYIEG/rSlAV2HDnLs02LuLaANsUErT6oSiSM9RDzpxTkQSoeRs++L4RZ/jZD99+NQAU/lQPACyXAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAg86IeYKx//PuXeoRF+/DudT0CJ+zkAzQMw9nZWT3C/lar1UnP//7ty3oETpgtGJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMnO4HcdOfv3yy0Mf4tXHj4c+BMyDFRCQESAgs7gt2I3JN0rPsLmDmbECAjICBGQE6AkXn39ejwCzJUCbXNVHg+BABOhRt7ujQXAIArTew+JoEExOgNZ4rDUaBNMSoPs2V0aDYEICdMc2fdEgmIoAfbJ9WTQIJiFA13ZtigbBeAI0DPvWRINgJAEa1RENgjEEaHjz++/JewEBGoZ9O6I+MJIAXdu1JuoD4wnQJ9s3RX1gEgJ0xzZlUR+YigDdt7kv6gMTEqA1HquM+sC0BGi9h61RH5icAD3qdnHUBw5BgDa56o76wIEI0BPUBw5HgICMAAGZ5f40s19ShpwVEJARICCzuC3Yq48f6xGAa1ZAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjIzOF2HKvVqh5hlFOfn9CHd6/rEUaZQ4DOzs7qEfa3Wq3MHzr1+d+/fVmPMIotGJARICAzhy3YjX/988/1CNv67vs/6hGgZwUEZAQIyMxqC3bj6799UY+w3s8//VaPAEfECgjIzD9A//31f4s9Ohy5mQfo6vNfVaA9Ohy/OQfo9if/+SvQHh1OwpwD9NdXf7n99DkrcO9Y9yYBrsw5QEPUIPWBLc08QMOzN0h9YHvzD9DwjA1SH9jJIgI0PEuD1Ad2tZQADQdukPrAHhYUoOFgDVIf2M+yAjQcoEHqA3tbXICGSRukPjDGEgM0TNQg9YGRFhqgYXSD1AfGW26AhhENUh+YxKIDNOzVIPWBqSw9QMOODVIfmJAADcPWDVIfmJYAXXuyQeoDkxOgTzY0SH3gEATojrUNUh84EAG6b/NeTH1gQgK0xmOVUR+YlgCt97A16gOTE6D1nvwvGDCeAK2x5feAgJEE6L7NZ501CCYkQHesrY8GwYEI0Ccb1j4aBIcgQNee/L6PBsHkBGgYtv62oQbBtARot+86axBMaOkB2uNKCw2CqSw6QHtf56VBMInlBmjkVaYaBOMtNECTXOOuQTDSEgM04R02NAjGWFyAJr+/jwbB3pYVoAPdXUyDYD8LCtBB722oQbCHpQToGe6sqkGwq0UE6Nnu66xBsJP5B+iZ7yqvQbC9mQco+U0LDYItzTlA4S/qaBBsY84B2nBHsdkfHU7CnAM0PHJP1YUcHY7fzAM01J9/9YEN5h8g4Gi9qAc4iJ9/+q0eAXiaFRCQESAgM6st2Hff/1GPAOzACgjICBCQmcMWbLVa1SOMYv7WSc//4d3reoRR5hCgs7OzeoT9rVYr84dOff73b1/WI4xiCwZkBAjICNA8nV+cn1+cb34FcgIEZOZwEprHWPJw5KyAFuTyzWU9AtwhQDP02MLHgohjI0Bzs7kyGsRRcQ5oVq768uPff7x6+s1/vrl6cPuV84tzezGOhBXQ3Ny05ubxw1fgSAgQkBEgICNAc3Nz3ufm8cNX4Eg4CT0rl28uzy/OH1bm9ivOQHM8BOhU7f0P9cfeKEw8P1swICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjIv6gGYxuWby13fcn5xfohJYHtWQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMi5GPVV7XH06+V+AkayAgIwAARkBAjICBGQ+++Hbr+oZgIWyAgIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgMz/ATBdx5Xe0iWGAAAAAElFTkSuQmCC"
] |
/root/sokoban_processed/images/train_16.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,
2,
1,
0,
0,
0
],
[
0,
1,
1,
1,
1,
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_17
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_17.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,
2,
0,
0
],
[
0,
1,
0,
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_18
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_18.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,
2,
1,
0
],
[
0,
1,
0,
0,
0,
0
],
[
0,
1,
0,
0,
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_19
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_19.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,
1,
1,
0
],
[
0,
0,
1,
1,
2,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
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_20
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_20.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,
1,
1,
2,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
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_21
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_21.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,
1,
1,
2,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
4
]
],
"initial_player": [
3,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_22
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_22.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,
1,
1,
2,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
4
]
],
"initial_player": [
4,
3
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_23
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_23.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,
1,
1,
0
],
[
0,
0,
1,
1,
2,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
3,
4
]
],
"initial_player": [
4,
4
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_24
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_24.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,
1,
1,
1,
1,
0
],
[
0,
0,
0,
2,
1,
0
],
[
0,
0,
0,
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_25
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_25.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,
0,
0,
2,
1,
0
],
[
0,
0,
0,
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_26
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_26.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,
0,
0,
2,
1,
0
],
[
0,
0,
0,
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_27
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_27.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,
0,
0,
2,
1,
0
],
[
0,
0,
0,
1,
1,
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_28
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_28.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,
0,
0,
2,
1,
0
],
[
0,
0,
0,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
3
]
],
"initial_player": [
1,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_29
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_29.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,
0,
0,
2,
1,
0
],
[
0,
0,
0,
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_30
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAILElEQVR4nO3dsY4b1xmA0VWghkBqp0jjJo2gSoKDVAtVhjpLgJ8mD+BnURHAUutqsVVgw527NGpcxLUBtikWEDZeaUWRnPnuXJ1TkQS48zf8cO8sZ/jg9YsnFwCFP9UDAJ8vAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQOZhPcCpvvn+53oEyLx5+bQe4SSbD9DFxcVut6tHON5+vzd/aOvzv3r+qB7hJLZgQEaAgIwAMaLLq8vLq8v7X2ECAgRkZjgJzawseaZnBcRmXD+7rkfgzASI4Xxo4WNBNB8BYiz3V0aDJuMcEAO56csP//jh5unX//765sHtVy6vLu3FpmEFxFjetebd47uvMA0BAjICBGQEiLG8O+/z7vHdV5iGk9AM5PrZ9eXV5d3K3H7FGeiZCBCNo/+h/qE3CtMW2YIBGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkHlYDwAXFxcX18+uP/Utl1eXS0zCmqyAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkXIxK44irT8/+F8hZAQEZAQIyAgRkBAjIzHASer/f1yOcxPytTc//5uXTeoSTzBCg3W5Xj3C8/X5v/tDW53/1/FE9wklswYCMAAGZGbZgDOJf//xzPcKhvv3u93oELi6sgICQAAEZWzDO76u//7Ue4f1++vHXegT+jxUQkBEglvWfX/772R6djxIgFnTz+a8q0B6dQwgQS7n9yV+/Au3ROZAAsZS/Pf7L7adrVuAPx/rDJIxDgFhQ0iD12RABYlkrN0h9tkWAWNxqDVKfzREg1rBCg9RniwSIlSzaIPXZKAFiPQs1SH22S4BY1dkbpD6bJkCs7YwNUp+tEyACZ2mQ+kxAgGic2CD1mYMAkTm6QeozDQGidESD1GcmAkTskxqkPpMRIHoHNkh95iNADOGjDVKfKQkQo7inQeozKwFiIO9tkPpMTIAYy/17MfWZjAAxnA9VRn3mI0CM6G5r1GdKAsSIPvpfMOYgQAznwO8BMQEBYiz3n3XWoMkIEAN5b300aGICxCjuWfto0KwEiCF89Ps+GjQlAaJ34LcNNWg+AkTsk77rrEGTESBKR1xpoUEzESAyR1/npUHTECAaJ15lqkFzECACZ7nGXYMmIECs7Yx32NCgrRMgVnX2+/to0KYJEOtZ6O5iGrRdAsRKFr23oQZtlACxhhXurKpBWyRALG61+zpr0OYIEMta+a7yGrQtAsSCkt+00KANESCWEv6ijgZthQCxlHvuKDb90TmQALGg995T9TM5OocQIJbVfv7VZ3ACBGQe1gMwoZ9+/LUegW2wAgIyAgRkbME4m2+/+70egY2xAgIyAgRkHrx+8aSegQ375vuf6xE+a29ePq1HOIlzQJxqt9vVIxxvv99vev5Xzx/VI5zEFgzICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARm342BVv3z55dKHePz27dKH4FysgICMAAEZWzAaZ98orbC54+ysgICMAAEZAWJoV198UY/AggSIcd3UR4MmJkAM6nZ3NGhWAsSI7hZHg6YkQAznQ63RoPkIEGO5vzIaNBkBYiCH9EWDZiJAjOLwsmjQNASIIXxqUzRoDgJE77iaaNAEBIjYKR3RoK0TIGLPfvsteS8jECB6x3VEfSYgQAzhU2uiPnMQIEZxeFPUZxoCxEAOKYv6zESAGMv9fVGfyQgQw/lQZdRnPgLEiO62Rn2mJEAM6nZx1GdWAsS4brqjPhMTIIamPnMTICAjQEDGTzPT8EvKXFgBASEBAjK2YKzq8du39QgMxAoIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZt+PgVPv9vh7hJJue/83Lp/UIJxEgTrXb7eoRjrff7zc9/6vnj+oRTmILBmQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAzIPXL57UMwCfKSsgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjI/A94Rc/9hf5waQAAAABJRU5ErkJggg=="
] |
/root/sokoban_processed/images/train_30.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,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
0,
0,
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_31
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_31.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,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
1,
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_32
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAILElEQVR4nO3dL49bVx6A4WQVYmlxF5SULImCEnW1yAqqwppI/TT7AfpZAlZqQotGg1atyspKQgq2uJLpgpGi2cyfzNie+557/DzItuS5P+JX59zxvX787vXzRwCFv9QDAKdLgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkHlSD3Cob3/4pR4BMu/fvKhHOMjqA/To0aPNZlOPsL/dbmf+0Nrnf/vqaT3CQWzBgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQmeF2HCfl16++euhDPPvw4aEPAResgICMAAEZW7C1OvpGaYHNHXzCCgjICBCQEaDJnX3xRT0C3EiAZnZRHw1iWAI0rcvd0SDGJEBzulocDWJAAjShm1qjQYxGgGZze2U0iKEI0FTu0hcNYhwCNI+7l0WDGIQATeK+TdEgRiBAM9ivJhpEToBW75COaBAtAVq9l3/8kbwXDidAM9ivI+pDToAmcd+aqA8jEKB53L0p6sMgBGgqdymL+jAOAZrN7X1RH4YiQBO6qTLqw2gEaE5XW6M+DEiApnW5OOrDmARoZhfdUR+GJUCTUx9GJkBARoCAjJ9mXiu/pMwErICAjAABGVuwlXn24UM9AhyNFRCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjIz3I5jt9vVIxzE/K1Vz//+zYt6hIPMEKDNZlOPsL/dbmf+0Nrnf/vqaT3CQWzBgIwAAZkZtmDT+Pe//lqPcFffff9nPQIzsAICMgIEZGzBRvT1P76sR7jezz/9Xo/AVKyAgIwAje63X/97skdnegI0tIvPf1WB9uicAgEa1+VP/vIVaI/OiRCgcf392d8uP12yAp8c65NJ4FgEaGhJg9SHxQjQ6BZukPqwJAFagcUapD4sTIDWYYEGqQ/LE6DVeNAGqQ8JAVqTB2qQ+lARoJU5eoPUh5AArc8RG6Q+tARolY7SIPUhJ0BrdWCD1IcRCNCK7d0g9WEQArRuezRIfRiHAK3evRqkPgxFgGZwxwapD6MRoEl8tkHqw4AEaB63NEh9GJMATeXaBqkPwxKg2dy+F1MfhiJAE7qpMurDaARoTldboz4MSIDm9Nn/gsEIBGhCd/weEOQEaDa3n3XWIIYiQFO5tj4axLAEaB63rH00iDEJ0CQ++30fDWJAAjSDO37bUIMYjQCt3r2+66xBDEWA1m2PKy00iHEI0IrtfZ2XBjEIAVqrA68y1SBGIECrdJRr3DWInACtzxHvsKFBtARoZY5+fx8NIiRAa/JAdxfTICoCtBoPem9DDSIhQOuwwJ1VNYjlCdAKLHZfZw1iYQI0uoXvKq9BLEmAhpb8poUGsRgBGlf4izoaxDIEaFy33FFs+qNzIgRoaNfeU/VEjs4pEKDRtZ9/9eFBCRCQeVIPwDV+/un3egRYghUQkBEgIGMLNpDvvv+zHgEWZQUEZAQIyDx+9/p5PcNBvv3hl3qEk/b+zYt6BFZshnNAm82mHmF/u91u1fO/ffW0HoEVswUDMgIEZARoTtuz7fZse/srkBMgIDPDSWhuYsnD4KyATsj5y/N6BPg/AjShmxY+FkSMRoBmc3tlNIihOAc0lYu+/PjPHy+efvOfby4eXH5le7a1F2MQVkCz+diaj4+vvgKDECAgI0BARoBm8/G8z8fHV1+BQTgJPZXzl+fbs+3Vylx+xRloxiFAa7X3P9RveqMwsTxbMCAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyT+oBOI7zl+f3fcv2bPsQk8DdWQEBGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMi4GHWt9rj69Oh/AQ5kBQRkBAjICBCQESAgM8NJ6N1uV49wkFXP//7Ni3oEVmyGAG02m3qE/e12u1XP//bV03oEVswWDMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABmcfvXj+vZwBOlBUQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRk/gfndM/9ffYlKwAAAABJRU5ErkJggg=="
] |
/root/sokoban_processed/images/train_32.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,
1,
1,
0,
0,
0
],
[
0,
1,
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_33
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_33.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,
1,
1,
0,
0,
0
],
[
0,
1,
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_34
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_34.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,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
1,
1,
0,
0,
0
],
[
0,
1,
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_35
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_35.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,
1,
1,
0,
0,
0
],
[
0,
1,
0,
0,
0,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
2,
1
]
],
"initial_player": [
3,
2
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_36
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_36.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,
1,
1,
0,
0,
0
],
[
0,
1,
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_37
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_37.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,
2,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
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_38
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_38.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,
1,
1,
1,
1,
0
],
[
0,
2,
1,
1,
1,
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_39
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_39.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,
1,
1,
1,
1,
0
],
[
0,
2,
1,
1,
1,
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_40
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_40.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,
2,
1,
1,
1,
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_41
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_41.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,
1,
1,
1,
1,
0
],
[
0,
2,
1,
1,
1,
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_42
|
[
"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAIAAAArpSLoAAAIIElEQVR4nO3dvW4j5xmA0XGwjYDUTuHGTZrFVl44SCVsZWwXL+CryQX4WrYIEG/rSlAV2HDnLs02LuLaANsUErT6oSiSM+RDzZxTkQSoeRs++L4RZ/jZD99+NQAU/lQPACyXAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgIPOiHmCsf/z7l3oEyHx497oeYZRnH6BhGM7OzuoR9rdarcwfeu7zv3/7sh5hFFswICNAQEaA5un84vz84nzzK5ATICAzh5PQPMaShxNnBbQgl28u6xHgDgGaoccWPhZEnBoBmpvNldEgTopzQLNy1Zcf//7j1dNv/vPN1YPbr5xfnNuLcSKsgObmpjU3jx++AidCgICMAAEZAZqbm/M+N48fvgInwknoWbl8c3l+cf6wMrdfcQaa0yFAz9Xe/1B/7I3CxPHZggEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQeVEPwDQu31zu+pbzi/NDTALbswICMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJBxMepztcfVp5P/BRjJCgjICBCQESAgI0BAZg4noVerVT3CKOZvPev5P7x7XY8wyhwCdHZ2Vo+wv9VqZf7Qc5///duX9Qij2IIBGQECMnPYgt341z//XI+wre++/6MeAXpWQEBGgIDMrLZgN77+2xf1COv9/NNv9QhwQqyAgMz8A/TfX/+32KPDiZt5gK4+/1UF2qPD6ZtzgG5/8o9fgfbo8CzMOUB/ffWX20+PWYF7x7o3CXBlzgEaogapD2xp5gEajt4g9YHtzT9AwxEbpD6wk0UEaDhKg9QHdrWUAA0HbpD6wB4WFKDhYA1SH9jPsgI0HKBB6gN7W1yAhkkbpD4wxhIDNEzUIPWBkRYaoGF0g9QHxltugIYRDVIfmMSiAzTs1SD1gaksPUDDjg1SH5iQAA3D1g1SH5iWAF17skHqA5MToE82NEh94BAE6I61DVIfOBABum/zXkx9YEICtMZjlVEfmJYArfewNeoDkxOg9Z78LxgwngCtseX3gICRBOi+zWedNQgmJEB3rK2PBsGBCNAnG9Y+GgSHIEDXnvy+jwbB5ARoGLb+tqEGwbQEaLfvOmsQTGjpAdrjSgsNgqksOkB7X+elQTCJ5QZo5FWmGgTjLTRAk1zjrkEw0hIDNOEdNjQIxlhcgCa/v48Gwd6WFaAD3V1Mg2A/CwrQQe9tqEGwh6UE6Ah3VtUg2NUiAnS0+zprEOxk/gE68l3lNQi2N/MAJb9poUGwpTkHKPxFHQ2Cbcw5QBvuKDb7o8OzMOcADY/cU3UhR4fTN/MADfXnX31gg/kHCDhZL+oBDuLnn36rRwCeZgUEZAQIyMxqC/bd93/UIwA7sAICMgIEZOawBVutVvUIo5i/9azn//DudT3CKHMI0NnZWT3C/larlflDz33+929f1iOMYgsGZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgIDMHG7HsZNfv/zy0Id49fHjoQ8B82AFBGQECMgsbgt2Y/KN0hE2dzAzVkBARoCAjAA94eLzz+sRYLYEaJOr+mgQHIgAPep2dzQIDkGA1ntYHA2CyQnQGo+1RoNgWgJ03+bKaBBMSIDu2KYvGgRTEaBPti+LBsEkBOjark3RIBhPgIZh35poEIwkQKM6okEwhgANb37/PXkvIEDDsG9H1AdGEqBru9ZEfWA8Afpk+6aoD0xCgO7YpizqA1MRoPs290V9YEICtMZjlVEfmJYArfewNeoDkxOgR90ujvrAIQjQJlfdUR84EAF6gvrA4QgQkBEgILPcn2b2S8qQswICMgIEZBa3BXv18WM9AnDNCgjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAAZnPfvj2q3oGYKGsgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAgI0BARoCAjAABGQECMgIEZAQIyAgQkBEgICNAQEaAgIwAARkBAjICBGQECMgIEJARICAjQEBGgICMAAEZAQIyAgRkBAjICBCQESAg83+uhNNfHyTtcQAAAABJRU5ErkJggg=="
] |
/root/sokoban_processed/images/train_42.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,
2,
1,
1,
1,
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_43
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_43.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,
0,
0,
0,
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_44
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_44.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,
0,
0,
0,
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_45
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_45.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,
0,
1,
1,
0
],
[
0,
1,
0,
0,
1,
0
],
[
0,
1,
1,
1,
1,
0
],
[
0,
0,
0,
0,
0,
0
]
],
"initial_boxes": [
[
1,
2
]
],
"initial_player": [
2,
1
],
"max_steps": 100,
"num_boxes": 1,
"render_mode": "vision",
"wall_fraction": 0
}
}
|
train_46
|
[
"data:image/png;base64,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"
] |
/root/sokoban_processed/images/train_46.png
|
End of preview. Expand
in Data Studio
Sokoban Processed Dataset
This folder contains a processed version of the Sokoban dataset derived from https://huggingface.co/datasets/Xiaofeng77/sokoban. The data is packaged for fast local loading and visual inspection.
- Files:
train.parquet(3,982 rows) andtest.parquet(1,602 rows); corresponding PNGs live inimages/. - Columns:
data_source: Source split/config from the original Hugging Face dataset (e.g.,sokoban_6x6_1horizon).prompt: Chat-style, multi-turn prompt used to elicit a Sokoban solution.ability: Heuristic/solver used when creating the sample (e.g.,bfs).reward_model: Small dict with evaluation info such asground_truthaction indices andstyle.extra_info: Environment metadata (grid size, initial grid layout, box/player start positions, max steps, render mode).id: Unique example identifier.images: Array with a single base64-encoded PNG string for the board rendering.image_path: Absolute path to the saved PNG insideimages/.
Example loading snippet:
import pandas as pd
df = pd.read_parquet("train.parquet")
sample = df.iloc[0]
image_bytes = sample["images"][0].split(",")[1].encode()
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