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Dynamic pricing under competition using reinforcement learning
Kastius, Alexander; Schlosser, Rainer - In: Journal of revenue and pricing management 21 (2022) 1, pp. 50-63
Persistent link: https://www.econbiz.de/10013163738
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Applying reinforcement learning to estimating apartment reference rents
Wang, Jian; Das, Murtaza; Tappert, Stephen - In: Journal of revenue and pricing management 20 (2021) 3, pp. 330-343
Persistent link: https://www.econbiz.de/10012549345
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Reinforcement learning applied to airline revenue management
Bondoux, Nicolas; Nguyen, Anh Quan; Fiig, Thomas; … - In: Journal of revenue and pricing management 19 (2020) 5, pp. 332-348
Persistent link: https://www.econbiz.de/10012297967
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Reinforcement learning in robust Markov decision processes
Lim, Shiau Hong; Xu, Huan; Mannor, Shie - In: Mathematics of operations research 41 (2016) 4, pp. 1325-1353
Persistent link: https://www.econbiz.de/10011595063
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Optimistic posterior sampling for reinforcement learning : worst-case regret bounds
Agrawal, Shipra; Jia, Randy - In: Mathematics of operations research 48 (2023) 1, pp. 363-392
Persistent link: https://www.econbiz.de/10014312555
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A general framework for learning mean-field games
Guo, Xin; Hu, Anran; Xu, Renyuan; Zhang, Junzi - In: Mathematics of operations research 48 (2023) 2, pp. 656-686
Persistent link: https://www.econbiz.de/10014314872
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Provably efficient reinforcement learning with linear function approximation
Jin, Chi; Yang, Zhuoran; Wang, Zhaoran; Jordan, Michael … - In: Mathematics of operations research 48 (2023) 3, pp. 1496-1521
Persistent link: https://www.econbiz.de/10014329343
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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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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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Reinforcement learning for freight booking control problems
Dumouchelle, Justin; Frejinger, Emma; Lodi, Andrea - In: Journal of revenue and pricing management 23 (2024) 4, pp. 318-345
Persistent link: https://www.econbiz.de/10015048904