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concrete guidance
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PATS: Policy-Aware Training Scaffolding for Agentic Reinforcement Learning
The paper proposes a new training paradigm called PATS for long-horizon reinforcement learning in language models. The method aims to improve weak policies that repeat similar failures by using a policy-centric…
