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Convergence of finite memory Q learning for POMDPs and near optimality of learned policies under filter stability
Kara, Ali Devran; Yüksel, Serdar - In: Mathematics of operations research 48 (2023) 4, pp. 2066-2093
Persistent link: https://www.econbiz.de/10014437816
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A general framework for bandit problems beyond cumulative objectives
Cassel, Asaf; Mannor, Shie; Zeevi, Assaf - In: Mathematics of operations research 48 (2023) 4, pp. 2196-2232
Persistent link: https://www.econbiz.de/10014437823
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Towards optimal problem dependent generalization error bounds in statistical learning theory
Xu, Yunbei; Zeevi, Assaf - In: Mathematics of operations research 50 (2025) 1, pp. 40-67
Persistent link: https://www.econbiz.de/10015211529
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Convergence and stability of coupled belief-strategy learning dynamics in continuous games
Wu, Manxi; Amin, Saurabh; Ozdaglar, Asuman E. - In: Mathematics of operations research 50 (2025) 1, pp. 459-481
Persistent link: https://www.econbiz.de/10015211742
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Mean-field multiagent reinforcement learning : a decentralized network approach
Gu, Haotian; Guo, Xin; Wei, Xiaoli; Xu, Renyuan - In: Mathematics of operations research 50 (2025) 1, pp. 506-536
Persistent link: https://www.econbiz.de/10015211747
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Fast rates for the regret of offline reinforcement learning
Hu, Yichun; Kallus, Nathan; Uehara, Masatoshi - In: Mathematics of operations research 50 (2025) 1, pp. 633-655
Persistent link: https://www.econbiz.de/10015211758
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Learning cycle length through finite automata
Peretz, Ron - In: Mathematics of operations research 38 (2013) 3, pp. 526-534
Persistent link: https://www.econbiz.de/10009787368
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Consistency of vanishingly smooth fictitious play
Benaïm, Michel; Faure, Mathieu - In: Mathematics of operations research 38 (2013) 3, pp. 437-450
Persistent link: https://www.econbiz.de/10009787379
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On boundedness of Q-learning iterates for stochastic shortest path problems
Yu, Huizhen; Bertsekas, Dimitri P. - In: Mathematics of operations research 38 (2013) 2, pp. 209-227
Persistent link: https://www.econbiz.de/10009751534
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The geometry of online packing linear programs
Molinaro, Marco; Ravi, Ramamoorthi - In: Mathematics of operations research 39 (2014) 1, pp. 46-59
Persistent link: https://www.econbiz.de/10010345225