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A Gradient-Aware Search Algorithm for Constrained Markov Decision Processes
Khairy, Sami, Balaprakash, Prasanna, Cai, Lin X.
Published in IEEE transaction on neural networks and learning systems (01.12.2024)
Published in IEEE transaction on neural networks and learning systems (01.12.2024)
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Entropy Maximization for Partially Observable Markov Decision Processes
Savas, Yagiz, Hibbard, Michael, Wu, Bo, Tanaka, Takashi, Topcu, Ufuk
Published in IEEE transactions on automatic control (01.12.2022)
Published in IEEE transactions on automatic control (01.12.2022)
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Entropy Maximization for Markov Decision Processes Under Temporal Logic Constraints
Savas, Yagiz, Ornik, Melkior, Cubuktepe, Murat, Karabag, Mustafa O., Topcu, Ufuk
Published in IEEE transactions on automatic control (01.04.2020)
Published in IEEE transactions on automatic control (01.04.2020)
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Optimal inspection and maintenance planning for deteriorating structural components through dynamic Bayesian networks and Markov decision processes
Morato, P.G., Papakonstantinou, K.G., Andriotis, C.P., Nielsen, J.S., Rigo, P.
Published in Structural safety (01.01.2022)
Published in Structural safety (01.01.2022)
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Condition-based maintenance via Markov decision processes: A review
Zhao, Xiujie, Chen, Piao, Tang, Loon Ching
Published in Frontiers of Engineering Management (01.06.2025)
Published in Frontiers of Engineering Management (01.06.2025)
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Sparse randomized policies for Markov decision processes based on Tsallis divergence regularization
Leleux, Pierre, Lebichot, Bertrand, Guex, Guillaume, Saerens, Marco
Published in Knowledge-based systems (27.09.2024)
Published in Knowledge-based systems (27.09.2024)
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Inspection and maintenance planning for offshore wind structural components: integrating fatigue failure criteria with Bayesian networks and Markov decision processes
Hlaing, Nandar, Morato, Pablo G., Nielsen, Jannie S., Amirafshari, Peyman, Kolios, Athanasios, Rigo, Philippe
Published in Structure and infrastructure engineering (03.07.2022)
Published in Structure and infrastructure engineering (03.07.2022)
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Markov Decision Processes with Unknown State Feature Values for Safe Exploration using Gaussian Processes
Budd, Matthew, Lacerda, Bruno, Duckworth, Paul, West, Andrew, Lennox, Barry, Hawes, Nick
Published in Proceedings of the ... IEEE/RSJ International Conference on Intelligent Robots and Systems (24.10.2020)
Published in Proceedings of the ... IEEE/RSJ International Conference on Intelligent Robots and Systems (24.10.2020)
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On Minimizing Total Discounted Cost in MDPs Subject to Reachability Constraints
Savas, Yagiz, Verginis, Christos K., Hibbard, Michael, Topcu, Ufuk
Published in IEEE transactions on automatic control (01.09.2024)
Published in IEEE transactions on automatic control (01.09.2024)
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Discounted Markov Decision Processes with Constrained Costs: the decomposition approach
Semmouri, Abdellatif, Jourhmane, Mostafa, Elbaghazaoui, Bahaa Eddine
Published in E3S web of conferences (01.01.2021)
Published in E3S web of conferences (01.01.2021)
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Hospital Inventory Management Through Markov Decision Processes @runtime
Biagi, Marco, Carnevali, Laura, Santoni, Francesco, Vicario, Enrico
Published in Quantitative Evaluation of Systems (01.01.2018)
Published in Quantitative Evaluation of Systems (01.01.2018)
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Learning to maximize reward rate: a model based on semi-Markov decision processes
Khodadadi, Arash, Fakhari, Pegah, Busemeyer, Jerome R.
Published in Frontiers in neuroscience (23.05.2014)
Published in Frontiers in neuroscience (23.05.2014)
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Discounted Markov decision processes with utility constraints
Kadota, Yoshinobu, Kurano, Masami, Yasuda, Masami
Published in Computers & mathematics with applications (1987) (2006)
Published in Computers & mathematics with applications (1987) (2006)
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