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Works (8)

A machine-learning-based column generation heuristic for electric bus scheduling

Computers & Operations Research
2025-01 | Journal article
DOI: 10.1016/j.cor.2024.106848
Contributors: Juliette Gerbaux; Guy Desaulniers; Quentin Cappart
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Acquiring Constraints for a Non-linear Transmission Maintenance Scheduling Problem

2024 | Book chapter
DOI: 10.1007/978-3-031-60597-0_3
Contributors: Hugo Barral; Mohamed Gaha; Amira Dems; Alain Côté; Franklin Nguewouo; Quentin Cappart
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Towards a Generic Representation of Combinatorial Problems for Learning-Based Approaches

2024 | Book chapter
DOI: 10.1007/978-3-031-60597-0_7
Contributors: Léo Boisvert; Hélène Verhaeghe; Quentin Cappart
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Learning and fine-tuning a generic value-selection heuristic inside a constraint programming solver

Constraints
2024-12 | Journal article
DOI: 10.1007/s10601-024-09377-4
Contributors: Tom Marty; Léo Boisvert; Tristan François; Pierre Tessier; Louis Gautier; Louis-Martin Rousseau; Quentin Cappart
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Estimating Road Construction Costs with Explainable Machine Learning

INFORMS Journal on Applied Analytics
2024-08-28 | Journal article
DOI: 10.1287/inte.2023.0027
Contributors: Rosanne Larocque; Anne-Marie Boulé; Quentin Cappart
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Dynamic Routing and Wavelength Assignment with Reinforcement Learning

INFORMS Journal on Optimization
2024-01 | Journal article
DOI: 10.1287/ijoo.2023.0092
Contributors: Peyman Kafaei; Quentin Cappart; Nicolas Chapados; Hamed Pouya; Louis-Martin Rousseau
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Improved Peel-and-Bound: Methods for Generating Dual Bounds with Multivalued Decision Diagrams

Journal of Artificial Intelligence Research
2023-08-14 | Journal article
DOI: 10.1613/jair.1.14607
Contributors: Isaac Rudich; Quentin Cappart; Louis-Martin Rousseau
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Improving Variable Orderings of Approximate Decision Diagrams Using Reinforcement Learning

INFORMS Journal on Computing
2022-09 | Journal article
DOI: 10.1287/ijoc.2022.1194
Contributors: Quentin Cappart; David Bergman; Louis-Martin Rousseau; Isabeau Prémont-Schwarz; Augustin Parjadis
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Peer review (1 review for 1 publication/grant)

Review activity for Artificial intelligence. (1)
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