Reasoning over mathematical objects: on-policy reward modeling and test time aggregation Paper • 2603.18886 • Published 5 days ago • 3
ProRL Agent: Rollout-as-a-Service for RL Training of Multi-Turn LLM Agents Paper • 2603.18815 • Published 5 days ago • 10
Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation Paper • 2603.19220 • Published 4 days ago • 53
Grounding World Simulation Models in a Real-World Metropolis Paper • 2603.15583 • Published 7 days ago • 145
MM-Zero: Self-Evolving Multi-Model Vision Language Models From Zero Data Paper • 2603.09206 • Published 14 days ago • 52
Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams Paper • 2603.07392 • Published 16 days ago • 17
XSkill: Continual Learning from Experience and Skills in Multimodal Agents Paper • 2603.12056 • Published 12 days ago • 30
EvoScientist: Towards Multi-Agent Evolving AI Scientists for End-to-End Scientific Discovery Paper • 2603.08127 • Published 15 days ago • 15
OfficeQA Pro: An Enterprise Benchmark for End-to-End Grounded Reasoning Paper • 2603.08655 • Published 14 days ago • 3
AutoResearch-RL: Perpetual Self-Evaluating Reinforcement Learning Agents for Autonomous Neural Architecture Discovery Paper • 2603.07300 • Published 16 days ago • 17
Beyond Language Modeling: An Exploration of Multimodal Pretraining Paper • 2603.03276 • Published 20 days ago • 100
BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing? Paper • 2603.03194 • Published 20 days ago • 56
CUDA Agent: Large-Scale Agentic RL for High-Performance CUDA Kernel Generation Paper • 2602.24286 • Published 24 days ago • 97