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Auteur: Quentin Cappart
Type de publications: Articles publiés (RAC)
Année de début: 2021
Année de fin:
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Tri à l'intérieur de chaque année: Ordre alphabétique
Articles publiés (RAC)
Gerbaux Juliette, Desaulniers G., Cappart Quentin, A machine-learning-based column generation heuristic for electric bus scheduling, Computers & Operations Research, Vol. 173, 106848, 2025
Larocque Rosanne, Boulé Anne-Marie, Cappart Quentin, Estimating Road Construction Costs with Explainable Machine Learning, INFORMS, Vol. 55 (2), 2024
Marty T., Boisvert L., Tristan François, Tessier Claude, Gautier Louis, Rousseau Louis-Martin, Cappart Quentin, Learning and fine-tuning a generic value-selection heuristic inside a constraint programming solver, Constraints, Vol. 29, pp. 234-260, 2024
Cappart Quentin, Chételat D., Khalil Elias, Lodi Andrea, Morris Christopher, Velickovic Petar, Combinatorial optimization and reasoning with graph neural networks, Machine Learning, Voo. 24 (13), pp 1-61, 2023
Kafaei Peyman, Cappart Quentin, Chapados N., Pouya Hamed, Rousseau Louis-Martin, Dynamic Routing and Wavelength Assignment with Reinforcement Learning, INFORMS Journal on Optimization, Vol. 6 (1), 2023
Rudich Isaac, Cappart Quentin, Rousseau Louis-Martin, Improved Peel-and-Bound: Methods for Generating Dual Bounds with Multivalued Decision Diagrams, Journal of Artificial Intelligence Research (JAIR), Vol. 77, 2023
Cappart Quentin, Bergman D., Rousseau Louis-Martin, Prémont-Schwarz I., Parjadis A., Improving Variable Orderings of Approximate Decision Diagrams Using Reinforcement Learning, INFORMS Journal on Computing, Vol. 34 (5), 2022
Joshi C. K., Cappart Quentin, Rousseau Louis-Martin, Laurent T., Learning the travelling salesperson problem requires rethinking generalization, Constraints, Vol. 27, pp. 70–98, 2022
Kafaei Peyman, Cappart Quentin, Renaud M.-A., Chapados N., Rousseau Louis-Martin, Graph neural networks and deep reinforcement learning for simultaneous beam orientation and trajectory optimization of Cyberknife, Physics in Medicine and Biology, Vol. 66 (21), 2021
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