[其他] ICML-Improved Corruption Robust Algorithms for Episodic Reinforcement Learning [推广有奖]

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Mujahida

发表于 2025-8-10 11:53:26 |AI写论文

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Improved Corruption Robust Algorithms for Episodic Reinforcement Learning

               Yifang Chen 1 Simon S. Du 1 Kevin Jamieson 1

            Abstract             stage according to the underlying transition function.
We study episodic reinforcement learning under    The majority of the literature in learning in MDPs studies
unknown adversarial corruptions in both the re-    stationary environments, where the underlying unknown
wards and the transition probabilities of  ...