Rudich, I., Cappart, Q., & Rousseau, L.-M. (2023). Improved Peel-and-Bound: Methods for Generating Dual Bounds with Multivalued Decision Diagrams. Journal of Artificial Intelligence Research, 77, 1489-1538.
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Cappart, Quentin
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Cappart, Quentin
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Article de revue (4)
Communication de conférence (17)
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Quentin Cappart (21)
- Articles de revue (4)
- 2023
Article de revue
- 2022
Article de revue Cappart, Q., Bergman, D., Rousseau, L.-M., Premont-Schwarz, I., & Parjadis, A. (2022). Improving variable orderings of approximate decision diagrams using reinforcement learning. INFORMS Journal on Computing, 34(5), 2552-2570.Article de revue Joshi, C. K., Cappart, Q., Rousseau, L.-M., & Laurent, T. (2022). Learning the travelling salesperson problem requires rethinking generalization. Constraints, 27(1-2), 70-98.
- 2021
Article de revue Kafaei, P., Cappart, Q., Renaud, M.-A., Chapados, N., & Rousseau, L.-M. (2021). Graph neural networks and deep reinforcement learning for simultaneous beam orientation and trajectory optimization of Cyberknife. Physics in Medicine and Biology, 66(21), 215002 (17 pages).
- 2023
- Communications de conférence (17)
- 2023
Communication de conférence Bourgeat, M., Navarro, A., Boisvert, L., Marty, T., Rousseau, L.-M., & Cappart, Q. (août 2023). SeaPearl - XCSP Competition (MiniTrack) [Résumé]. XCSP3 Competition 2023, France (2 pages).
- 2021
Communication de conférence Cappart, Q., Chételat, D., Khalil, E. B., Lodi, A., Morris, C., & Veličković, P. (août 2021). Combinatorial Optimization and Reasoning with Graph Neural Networks [Communication écrite]. 30th International Joint Conference on Artificial Intelligence (IJCAI 2021).Communication de conférence Cappart, Q., Moisan, T., Rousseau, L.-M., Prémont-Schwarz, I., & Cire, A. A. (février 2021). Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization [Communication écrite]. 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence, En ligne / Online. Publié dans Proceedings of the ... AAAI Conference on Artificial Intelligence, 35(5).Communication de conférence Parjadis, A., Cappart, Q., Rousseau, L.-M., & Bergman, D. (juillet 2021). Improving Branch-and-Bound Using Decision Diagrams and Reinforcement Learning [Communication écrite]. 18th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR 2021), Vienna, Austria.Communication de conférence Joshi, H.-K., Cappart, Q., Rousseau, L.-M., & Laurent, T. (octobre 2021). Learning TSP Requires Rethinking Generalization [Communication écrite]. 27th International Conference on Principles and Practice of Constraint Programming (CP 2021), Montpellier, France.Communication de conférence Chalumeau, F., Coulon, I., Cappart, Q., & Rousseau, L.-M. (juillet 2021). SeaPearl: A Constraint Programming Solver Guided by Reinforcement Learning [Communication écrite]. 18th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR 2021), Vienna, Austria.
- 2019
Communication de conférence Cappart, Q., Goutierre, E., Bergman, D., & Rousseau, L.-M. (janvier 2019). Improving optimization bounds using machine learning: Decision diagrams meet deep reinforcement learning [Communication écrite]. Association for the Advancement of Artificial Intelligence (AAAI 2019), Honolulu, HI.Communication de conférence Thomas, C., Cappart, Q., Schaus, P., & Rousseau, L.-M. (juin 2019). Une approche de programmation par contraintes pour résoudre le problème de transport de patients [A constraint programming approach for solving patient transportation problems]. [Communication écrite]. 15es Journées Francophones de Programmation par Contraintes (JFPC 2019), Albi, France.
- 2018
Communication de conférence Cappart, Q., Thomas, C., Schaus, P., & Rousseau, L.-M. (août 2018). A constraint programming approach for solving patient transportation problems [Communication écrite]. 24th International Conference on the Principles and Practice of Constraint Programming (CP 2018), Lille, France.Communication de conférence Cappart, Q., Aoga, J. O. R., & Schaus, P. (juin 2018). EpisodeSupport: A Global Constraint for Mining Frequent Patterns in a Long Sequence of Events [Communication écrite]. 15th International Conference on Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR 2018), Delft, The Netherlands.
- 2017
Communication de conférence Cappart, Q., & Schaus, P. (juin 2017). Rescheduling Railway Traffic on Real Time Situations Using Time-Interval Variables [Communication écrite]. 14th International Conference on Integration of AI and OR Techniques in Constraint Programming (CPAIOR 2017), Padua, Italy.Communication de conférence Cappart, Q., Limbrée, C., Schaus, P., Quilbeuf, J., Traonouez, L.-M., & Legay, A. (janvier 2017). Verification of Interlocking Systems Using Statistical Model Checking [Communication écrite]. 18th IEEE International Symposium on High Assurance Systems Engineering (HASE 2017), Singapore.
- 2016
Communication de conférence Cappart, Q., & Schaus, P. (septembre 2016). A Dedicated Algorithm for Verification of Interlocking Systems [Communication écrite]. 35th International Conference on Computer Safety, Reliability, and Security (SAFECOMP 2016), Trondheim, Norway.Communication de conférence Limbrée, C., Cappart, Q., Pecheur, C., & Tonetta, S. (juin 2016). Verification of Railway Interlocking - Compositional Approach with OCRA [Communication écrite]. 1st International Conference on Reliability, Safety, and Security of Railway Systems. Modelling, Analysis, Verification, and Certification (RSSRail 2016), Paris, France.
- 2015
Communication de conférence Cappart, Q., & Thonet, A. (septembre 2015). The world migration network: Rankings, groups and gravity models [Communication écrite]. International Conference on Computer as a Tool (IEEE EUROCON 2015), Salamanca, Spain (6 pages).Communication de conférence Cappart, Q., Limbrée, C., Schaus, P., & Legay, A. (octobre 2015). Verification by discrete simulation of interlocking systems [Communication écrite]. 29th European Simulation and Modelling Conference, Leicester, United Kingdom.Communication de conférence Busard, S., Cappart, Q., Limbrée, C., Pecheur, C., & Schaus, P. (juin 2015). Verification of railway interlocking systems [Communication écrite]. 4th International Workshop on Engineering Safety and Security Systems, Oslo, Norway.
- 2023
