The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models
Release time:2026-08-26
Hits:
- Journal:
- ICLR, 2026
- Abstract:
- Ganqu Cui, Yuchen Zhang, Jiacheng Chen, Lifan Yuan, Zhi Wang, Yuxin Zuo, Haozhan Li, Yuchen Fan, Huayu Chen, Weize Chen, Zhiyuan Liu, Hao Peng, Lei Bai, Wanli Ouyang, Yu Cheng, Bowen Zhou†,, Ning Ding
- Note:
- RL Theory Theoretical analysis of entropy’s role in RL training dynamics for reasoning models
- Translation or Not:
- no
- Links to published journals:
- https://arxiv.org/abs/2505.22617