PAEC: Position-Aware Entropy Calibration for LLM Reasoning in RLVR

Shumeng Yang, Yisu Liu, Jiayi Zheng +2

Reinforcement learning with verifiable rewards (RLVR) improves large language model reasoning but often suffers from rapid policy-entropy collapse, where the policy prematurely con…