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Matthew Zurek

The Plug-in Approach for Average-Reward and Discounted MDPs: Optimal Sample Complexity Analysis

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Oct 10, 2024
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Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs

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Mar 18, 2024
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Span-Based Optimal Sample Complexity for Average Reward MDPs

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Nov 22, 2023
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Clustering Without an Eigengap

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Aug 29, 2023
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The Effect of Modeling Human Rationality Level on Learning Rewards from Multiple Feedback Types

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Aug 23, 2022
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Situational Confidence Assistance for Lifelong Shared Autonomy

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Apr 14, 2021
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