Advancing Entropy-Level Credit Assignment in RLVR via Proximal Entropy Policy Optimization.

arXiv:2609.39402v2 Announce Type: replace Abstract: Value-model-free RLVR methods such as GRPO assign uniform advantages to all tokens in a rollout, ignoring that tokens contribute unequally. Recent methods use token entropy as an importance proxy but compute