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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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Adaptive inventory replenishment using structured reinforcement learning by exploiting a policy structure
Park, Hyungjun; Choi, Dong Gu; Min, Daiki - In: International journal of production economics 266 (2023), pp. 1-11
Persistent link: https://www.econbiz.de/10014440063
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Nonstationary reinforcement learning : the blessing of (more) optimism
Cheung, Wang Chi; Simchi-Levi, David; Zhu, Ruihao - In: Management science : journal of the Institute for … 69 (2023) 10, pp. 5722-5739
Persistent link: https://www.econbiz.de/10014392977
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Deep Q-learning for Nash equilibria : Nash-DQN
Casgrain, Philippe; Ning, Brian; Jaimungal, Sebastian - In: Applied mathematical finance 29 (2022) 1, pp. 62-78
Persistent link: https://www.econbiz.de/10013554784
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Scalable reinforcement learning for multiagent networked systems
Qu, Guannan; Wierman, Adam; Li, Na - In: Operations research 70 (2022) 6, pp. 3601-3628
Persistent link: https://www.econbiz.de/10014307948
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Reliable off-policy evaluation for reinforcement learning
Wang, Jie; Gao, Rui; Zha, Hongyuan - In: Operations research 72 (2024) 2, pp. 699-716
Persistent link: https://www.econbiz.de/10014520884
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Neural temporal difference and Q learning provably converge to global optima
Cai, Qi; Yang, Zhuoran; Lee, Jason D.; Wang, Zhaoran - In: Mathematics of operations research 49 (2024) 1, pp. 619-651
Persistent link: https://www.econbiz.de/10014527959
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WaveCorr : deep reinforcement learning with permutation invariant convolutional policy networks for portfolio management
Marzban, Saeed; Delage, Erick; Li, Jonathan Yu-Meng; … - In: Operations research letters 51 (2023) 6, pp. 680-686
Persistent link: https://www.econbiz.de/10014465889
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Uncertainty quantification and exploration for reinforcement learning
Zhu, Yi; Dong, Jing; Lam, Henry - In: Operations research 72 (2024) 4, pp. 1689-1709
Persistent link: https://www.econbiz.de/10015045690
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Ensemble experiments to optimize interventions along the customer journey : a reinforcement learning approach
Song, Yicheng; Sun, Tianshu - In: Management science : journal of the Institute for … 70 (2024) 8, pp. 5115-5130
Persistent link: https://www.econbiz.de/10015046886