Rousseau, Louis-Martin

5 publications

AAAI 2025 Learning Valid Dual Bounds in Constraint Programming: Boosted Lagrangian Decomposition with Self-Supervised Learning Swann Bessa, Darius Dabert, Max Bourgeat, Louis-Martin Rousseau, Quentin Cappart

JAIR 2023 Improved Peel-and-Bound: Methods for Generating Dual Bounds with Multivalued Decision Diagrams Isaac Rudich, Quentin Cappart, Louis-Martin Rousseau

AAAI 2021 Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization Quentin Cappart, Thierry Moisan, Louis-Martin Rousseau, Isabeau Prémont-Schwarz, André A. Ciré

IJCAI 2020 Lagrangian Decomposition for Classical Planning (Extended Abstract) Florian Pommerening, Gabriele Röger, Malte Helmert, Hadrien Cambazard, Louis-Martin Rousseau, Domenico Salvagnin

AAAI 2019 Improving Optimization Bounds Using Machine Learning: Decision Diagrams Meet Deep Reinforcement Learning Quentin Cappart, Emmanuel Goutierre, David Bergman, Louis-Martin Rousseau