Matthieu Roux
Présentation
Publications
Publications
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Maintenance Planning under Imperfect Monitoring: an Efficient POMDP Model Using Interpolated Value FunctionIFAC-PapersOnLine, 2022, ⟨10.1016/j.ifacol.2022.09.012⟩ |
Condition-Based Maintenance Optimization Under Large Action Space with Deep Reinforcement Learning Method6th International Conference on Optimization and Learning, OLA 2023, 2023, Malaga, Spain. pp.161-172, ⟨10.1007/978-3-031-34020-8_12⟩ |
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A hybrid approach to solve the maintenance problem of an offshore wind farm formulated as a large-scale POMDP24ème Congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2023), Feb 2023, Rennes, France |
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Maintenance planning under imperfect monitoring: two POMDP approaches to quantify the value of information23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France |
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Impact of imperfect monitoring on the optimal condition-based maintenance policy of a single-item system32nd European Safety and Reliability Conference, ESREL 2022, Aug 2022, Dublin, Ireland. pp.658-664, ⟨10.3850/978-981-18-5183-4_R14-08-468-cd⟩ |
Optimization of scheduled maintenance operations for complex industrial systems2021 |