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Yunzong Xu
Yunzong Xu
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Bypassing the monster: A faster and simpler optimal algorithm for contextual bandits under realizability
D Simchi-Levi, Y Xu
Mathematics of Operations Research, 2022
992022
Instance-dependent complexity of contextual bandits and reinforcement learning: A disagreement-based perspective
DJ Foster, A Rakhlin, D Simchi-Levi, Y Xu
arXiv preprint arXiv:2010.03104, 2020
742020
Offline reinforcement learning: Fundamental barriers for value function approximation
DJ Foster, A Krishnamurthy, D Simchi-Levi, Y Xu
arXiv preprint arXiv:2111.10919, 2021
592021
Online pricing with offline data: Phase transition and inverse square law
J Bu, D Simchi-Levi, Y Xu
International Conference on Machine Learning, 1202-1210, 2020
382020
Phase transitions in bandits with switching constraints
D Simchi-Levi, Y Xu
Available at SSRN 3380783, 2019
36*2019
Assortment Optimization for a Multistage Choice Model
Y Xu, Z Wang
Manufacturing & Service Operations Management, 2023
132023
Blind network revenue management and bandits with knapsacks under limited switches
D Simchi-Levi, Y Xu, J Zhao
arXiv preprint arXiv:1911.01067, 2019
7*2019
Data-Driven Dynamic Decision Making: Algorithms, Structures, and Complexity Analysis
Y Xu
Massachusetts Institute of Technology, 2023
12023
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