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ENTITY Process Rewards for Outcome-Guided Reasoning Steps in LLM Reinforcement Learning

Process Rewards for Outcome-Guided Reasoning Steps in LLM Reinforcement Learning

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  1. RESEARCH · CL_295262 ·

    New research explores process rewards in LLM reasoning and questions in-context RL effectiveness

    A new framework called PROGRS has been developed to improve the use of process rewards in large language model reinforcement learning for mathematical reasoning. This method, detailed in an arXiv paper, treats process r…