AI RESEARCH
Hista and Numca: Estimate State Value Effectively for LLM Reinforcement Learning
arXiv CS.AI
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ArXi:2605.29782v1 Announce Type: cross Reinforcement learning (RL) refines large language models (LLMs) by directly optimizing model behavior through reward signals. While accurate state value estimation is critical for stable