Asymmetric Advantage Modulation Calibrates Entropy Dynamics in RLVR

Hengrui Gu, Xiaotian Han, Yujing Bian +2

Reinforcement learning with verifiable rewards (RLVR) has substantially improved the reasoning ability of large language models (LLMs), but it often suffers from \textit{restricted…