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Dongruo Zhou

Nearly Minimax Optimal Reinforcement Learning for Linear Mixture Markov Decision Processes

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Jan 07, 2021
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Provably Efficient Reinforcement Learning with Linear Function Approximation Under Adaptivity Constraints

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Jan 06, 2021
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Logarithmic Regret for Reinforcement Learning with Linear Function Approximation

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Nov 23, 2020
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Provable Multi-Objective Reinforcement Learning with Generative Models

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Nov 19, 2020
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Neural Thompson Sampling

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Oct 02, 2020
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Minimax Optimal Reinforcement Learning for Discounted MDPs

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Oct 01, 2020
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Provably Efficient Reinforcement Learning for Discounted MDPs with Feature Mapping

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Jun 23, 2020
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Neural Contextual Bandits with Upper Confidence Bound-Based Exploration

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Nov 11, 2019
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Stochastic Recursive Variance-Reduced Cubic Regularization Methods

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Jan 31, 2019
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Lower Bounds for Smooth Nonconvex Finite-Sum Optimization

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Jan 31, 2019
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