Towards General-Purpose Model-Free Reinforcement Learning Paper • 2501.16142 • Published 2 days ago • 18
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning Paper • 2501.12948 • Published 7 days ago • 261
InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model Paper • 2501.12368 • Published 8 days ago • 39
Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments Paper • 2501.10893 • Published 11 days ago • 22
Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training Paper • 2501.11425 • Published 9 days ago • 84
Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding Paper • 2411.04282 • Published Nov 6, 2024 • 33
ProcessBench: Identifying Process Errors in Mathematical Reasoning Paper • 2412.06559 • Published Dec 9, 2024 • 79
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs Paper • 2412.18925 • Published Dec 25, 2024 • 97
O1 Replication Journey -- Part 3: Inference-time Scaling for Medical Reasoning Paper • 2501.06458 • Published 19 days ago • 29
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though Paper • 2501.04682 • Published 21 days ago • 90
Agent Laboratory: Using LLM Agents as Research Assistants Paper • 2501.04227 • Published 22 days ago • 84
Virgo: A Preliminary Exploration on Reproducing o1-like MLLM Paper • 2501.01904 • Published 26 days ago • 31