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Model-based reinforcement learning for offline zero-sum Markov games
Yan, Yuling; Li, Gen; Chen, Yuxin; Fan, Jianqing - In: Operations research 72 (2024) 6, pp. 2430-2445
Persistent link: https://www.econbiz.de/10015371449
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Breaking the sample size barrier in model-based reinforcement learning with a generative model
Li, Gen; Wei, Yuting; Chi, Yuejie; Chen, Yuxin - In: Operations research 72 (2024) 1, pp. 203-221
Persistent link: https://www.econbiz.de/10014505071
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Is Q-learning minimax optimal? : a tight sample complexity analysis
Li, Gen; Cai, Changxiao; Chen, Yuxin; Wei, Yuting; Chi, … - In: Operations research 72 (2024) 1, pp. 222-236
Persistent link: https://www.econbiz.de/10014505079
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Nonconvex low-rank tensor completion from noisy data
Cai, Changxiao; Li, Gen; Poor, H. Vincent; Chen, Yuxin - In: Operations research 70 (2022) 2, pp. 1219-1237
Persistent link: https://www.econbiz.de/10013365875
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Fast global convergence of natural policy gradient methods with entropy regularization
Cen, Shicong; Cheng, Chen; Chen, Yuxin; Wei, Yuting; … - In: Operations research 70 (2022) 4, pp. 2563-2578
Persistent link: https://www.econbiz.de/10013366515