llm reasoning

4 papers

• Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts
• HumanoidGen: Data Generation for Bimanual Dexterous Manipulation via LLM Reasoning
• SIGMA: Refining Large Language Model Reasoning via Sibling-Guided Monte Carlo Augmentation
• SeePhys: Does Seeing Help Thinking? – Benchmarking Vision-Based Physics Reasoning