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Liangyu Zhang

Finite Sample Analysis of Distributional TD Learning with Linear Function Approximation

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Feb 20, 2025
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Federated Control in Markov Decision Processes

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May 07, 2024
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Near Minimax-Optimal Distributional Temporal Difference Algorithms and The Freedman Inequality in Hilbert Spaces

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Mar 14, 2024
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Estimation and Inference in Distributional Reinforcement Learning

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Sep 29, 2023
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Semi-Infinitely Constrained Markov Decision Processes and Efficient Reinforcement Learning

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Apr 29, 2023
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Statistical Estimation of Confounded Linear MDPs: An Instrumental Variable Approach

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Sep 12, 2022
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Intervention Generative Adversarial Networks

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Aug 09, 2020
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