Thibaut Cuvelier
Publications
Publications
Getting to 1,000x: Solving Large Set-Covering ProblemsOptimization Days JOPT 2025, May 2025, Montréal, Canada |
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A Novel Instance Generator for Simulating Middle-Mile Logistics Networks33rd European Conference on Operational Research, EURO, Jun 2024, Copenhagen, Denmark |
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A Tale of Middle-Mile Logistics, Graph Neural Networks, and Reinforcement Learning33rd European Conference on Operational Research, EURO, Jun 2024, Copenhagen, Denmark |
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OR-Tools' Vehicle Routing Solver: a Generic Constraint-Programming Solver with Heuristic Search for Routing Problems24e congrès annuel de la société française de recherche opérationnelle et d'aide à la décision, ROADEF, Feb 2023, Rennes, France |
Seleroute.jl, a generic package for network-routing optimisationJulia and Optimization Days 2023, Oct 2023, Paris, France, France |
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Middle-Mile Logistics Through the Lens of Goal-Conditioned Reinforcement LearningNeurIPS 2023 Workshop on Goal-Conditioned Reinforcement Learning, Dec 2023, New Orleans, Louisiana, United States |
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Statistically Efficient, Polynomial-Time Algorithms for Combinatorial Semi-BanditsSIGMETRICS 2021, ACM, Jun 2021, Virtual Event, China. ⟨10.1145/3410220.3453926⟩ |
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Asymptotically Optimal Strategies for Combinatorial Semi-Bandits in Polynomial TimeAlgorithmic Learning Theory, Mar 2021, Paris, France |
ConstraintProgrammingExtensions.jlJuliaCon 2021 (with JuMP-dev), JuliaCon 2021 Organizing Committee, Jul 2021, Online, United States |
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ADAM & RAL: Adaptive Memory Learning and Reinforcement Active Learning for Network Monitoring15th International Conference on Network and Service Management (CNSM), IFIP, Oct 2019, Halifax, Canada. ⟨10.23919/cnsm46954.2019.9012675⟩ |
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RAL - Improving Stream-Based Active Learning by Reinforcement LearningEuropean Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD) Workshop on Interactive Adaptive Learning (IAL), Sep 2019, Würzburg, Germany |
Comparing Oblivious and Robust Routing ApproachesProgramme Gaspard Monge pour l'optimisation, Nov 2018, Paris, France |
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À la découverte de Julia !Doctorat. Datacraft, SCAI, Paris 5e, France. 2022 |
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Adaptive and Reinforcement Learning Approaches for Online Network Monitoring and AnalysisIEEE Transactions on Network and Service Management, In press, ⟨10.1109/TNSM.2020.3037486⟩ |
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Statistically Efficient, Polynomial Time Algorithms for Combinatorial Semi BanditsProceedings of the ACM on Measurement and Analysis of Computing Systems , 2021, 5 (9), pp.1-31. ⟨10.1145/3447387⟩ |
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Embedding reservoirs in industrial models to exploit their flexibilitySN Applied Sciences, 2020, 2, pp.2171. ⟨10.1007/s42452-020-03925-2⟩ |
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Comparison Between Robust and Stochastic Optimisation for Long-term Reservoir Management Under UncertaintyWater Resources Management, 2018, 32 (5), ⟨10.1007/s11269-017-1893-1⟩ |
Improving Stream-Based Active Learning with Reinforcement LearningWomen in Machine Learning (WiML) Workshop 2019, Dec 2019, Vancouver, Canada |
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Oblivious Routing: Static Routing Prepared Against Network Traffic and Link FailuresNetwork Traffic Measurement and Analysis Conference, Jun 2019, Paris, France. , 2019 |
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Oblivious Routing: Worst-Case Routing is not Breaking the Internet's LegsNetwork Traffic Measurement and Analysis PhD School 2018, Jun 2018, Vienna, Austria. 2018 |
Créer des applications graphiques en Python avec PyQt5D-BookeR, 2017, 978-2-8227-0518-9 |
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Créer des applications avec Qt 5D-BookeR. , 2013, 978-2822701082 |
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Web sémantique : méthodes et outils pour le Web de donnéesPearson Éducation France, 2012, 978-2-7440-2519-8 |