Mitigating Overthinking in Large Reasoning Models via Difficulty-aware Reinforcement Learning

Qian Wan, Ziao Xu, Luona Wei +2

Large Reasoning Models (LRMs) achieve explicit chain-of-thought expansion by imitating deep thinking behaviors of humans, demonstrating excellent performance in complex task scenar…