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long-horizon llm agent

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  1. PATS: Policy-Aware Training Scaffolding for Agentic Reinforcement Learning

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    The paper 'PATS: Policy-Aware Training Scaffolding for Agentic Reinforcement Learning' proposes a new training paradigm called Pats, which aims to improve the performance of long-horizon reinforcement learning agents…