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ENTITY Process Reward Informed Tree Rollout for Effective Multi-Turn RL

Process Reward Informed Tree Rollout for Effective Multi-Turn RL

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  1. TOOL · CL_151869 ·

    New framework boosts LLM agent training efficiency with tree rollouts

    Researchers have developed a new framework called Process-Scorer Guided Adaptive Tree Rollout (PATR) to improve the efficiency of reinforcement learning for multi-turn LLM agents. This method addresses the issue of wast…