Well Begun, Half Done: Reinforcement Learning with Prefix Optimization for LLM Reasoning

Yiliu Sun, Zicheng Zhao, Yang Wei +2

Reinforcement Learning with Verifiable Rewards (RLVR) significantly enhances the reasoning capability of Large Language Models (LLMs). Current RLVR approaches typically conduct tra…