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semantic consistency policy optimization

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  1. Semantic Consistency Policy Optimization for Reinforcement Learning of LLM Agents

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    Researchers propose Semantic Consistency Policy Optimization (SCPO), a method to optimize reinforcement learning for Language Model (LLM) agents. SCPO aims to reduce semantic credit inconsistencies that occur when…