Future Policy Approximation for Offline Reinforcement Learning in LLM Reasoning

Minjae Oh, Yunho Choi, Dongmin Choi +1

Reinforcement learning (RL) has emerged as a key driver of post-training for complex reasoning in large language models (LLMs), yet online RL introduces substantial instability and…