Selected Publications

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a. Statistical Learning in Operations
Foster D, Rakhlin A, Simchi-Levi D, Xu Y.  2021.  Instance-Dependent Complexity of Contextual Bandits and Reinforcement Learning: A Disagreement-Based Perspective. COLT 2021.
Foster D, Krishnamurthy A, Simchi-Levi D, Xu Y.  2022.  Offline Reinforcement Learning: Fundamental Barriers for Value Function Approximation. COLT 2022.