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trust regions

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  1. Stale but Stable: Staleness-Adaptive Trust Regions for Stabilizing Asynchronous Reinforcement Learning

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    Researchers introduce a new method called Staleness-Adaptive Trust Region (SAT) for asynchronous reinforcement learning. SAT aims to address the issue of 'staleness' in asynchronous learning, which occurs due to policy…