Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models Paper • 2501.09686 • Published Jan 16 • 37
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning Paper • 2501.12948 • Published Jan 22 • 339
CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction Paper • 2502.07316 • Published 23 days ago • 46
CoT-Valve: Length-Compressible Chain-of-Thought Tuning Paper • 2502.09601 • Published 21 days ago • 14
SQuARE: Sequential Question Answering Reasoning Engine for Enhanced Chain-of-Thought in Large Language Models Paper • 2502.09390 • Published 21 days ago • 16
Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning Paper • 2502.14768 • Published 14 days ago • 44
AlphaMaze: Enhancing Large Language Models' Spatial Intelligence via GRPO Paper • 2502.14669 • Published 14 days ago • 11