Efficient Reinforcement Learning with Semantic and Token Entropy for LLM Reasoning

Hongye Cao, Zhixin Bai, Ziyue Peng +5

Reinforcement learning with verifiable rewards (RLVR) has demonstrated superior performance in enhancing the reasoning capability of large language models (LLMs). However, this acc…