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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

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

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

Learning competitive dynamic airline pricing under different customer models

Collins, Andrew J.; Thomas, Lyn C. - In: Journal of revenue and pricing management 12 (2013) 5, pp. 416-430

Persistent link: https://www.econbiz.de/10010188651

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

Learning in games via reinforcement and regularization

Mertikopoulos, Panayotis; Sandholm, William H. - In: Mathematics of operations research 41 (2016) 4, pp. 1297-1324

Persistent link: https://www.econbiz.de/10011595060

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

Efficient reinforcement learning in deterministic systems with value function generalization

Wen, Zheng; Van Roy, Benjamin - In: Mathematics of operations research 42 (2017) 3, pp. 762-782

Persistent link: https://www.econbiz.de/10011742485

Risk-averse approximate dynamic programming with quantile-based risk measures

Jiang, Daniel R.; Powell, Warren B. - In: Mathematics of operations research 43 (2018) 2, pp. 554-579

Persistent link: https://www.econbiz.de/10011868618

You don't want to know what you're missing: When information about forgone rewards impedes dynamic decision making

Otto, A. Ross; Love, Bradley C. - In: Judgment and Decision Making 5 (2010) 1, pp. 1-10

When people learn to make decisions from experience, a reasonable intuition is that additional relevant information should improve their performance. In contrast, we find that additional information about foregone rewards (i.e., what could have gained at each point by making a different choice)...

Persistent link: https://www.econbiz.de/10008633246