Louis-Martin Rousseau

Full Professor, MAGI, École Polytechnique de Montréal, Université de Montréal

Joined

December 2019

Names

Louis-Martin Rousseau (Preferred)

Emails

****@polymtl.ca (Confirmed)

****@cirrelt.net (Confirmed)

****@cirrelt.ca (Confirmed)

Personal Links

Career & Education History

Full Professor

MAGI, École Polytechnique de Montréal, Université de Montréal (polymtl.ca)

2003 – Present

PhD student

DIRO, Université de Montréal (umontreal.ca)

1997 – 2002

Advisors, Relations & Conflicts

PhD Advisor

Michel Gendreau

1997 – 2002

PhD Advisor

Gilles Pesant

1997 – 2002

Expertise

constraint programming

Present

Publications

Learning and fine-tuning a generic value-selection heuristic inside a constraint programming solver
Tom Marty, Léo Boisvert, Pierre Tessier, Tristan François, Louis Gautier, Louis-Martin Rousseau, Quentin Cappart
- Constraints
- Readers: Everyone
The picker routing problem in mixed-shelves, multi-block warehouses
Mustapha Haouassi, Yannick Kergosien, Jorge E. Mendoza, Louis-Martin Rousseau
- Int. J. Prod. Res. 2025
- Readers: Everyone
Learning and fine-tuning a generic value-selection heuristic inside a constraint programming solver
Tom Marty, Léo Boisvert, Tristan François, Pierre Tessier, Louis Gautier, Louis-Martin Rousseau, Quentin Cappart
- Constraints An Int. J. 2024
- Readers: Everyone
Learning Lagrangian Multipliers for the Travelling Salesman Problem
Augustin Parjadis, Quentin Cappart, Bistra Dilkina, Aaron M. Ferber, Louis-Martin Rousseau
- CP 2024
- Readers: Everyone
A Dual Bounding Framework Through Cost Splitting for Binary Quadratic Optimization
Mahdis Bayani, Borzou Rostami, Yossiri Adulyasak, Louis-Martin Rousseau
- INFORMS J. Comput. 2024
- Readers: Everyone
An Imitation-Based Learning Approach Using DAgger for the Casual Employee Call Timing Problem
Prakash Gawas, Antoine Legrain, Louis-Martin Rousseau
- LION 2024
- Readers: Everyone
Robust Drone Delivery with Weather Information
Chun Cheng, Yossiri Adulyasak, Louis-Martin Rousseau
- Manuf. Serv. Oper. Manag. 2024
- Readers: Everyone
Dynamic Routing and Wavelength Assignment with Reinforcement Learning
Peyman Kafaei, Quentin Cappart, Nicolas Chapados, Hamed Pouya, Louis-Martin Rousseau
- INFORMS J. Optim. 2024
- Readers: Everyone
Optimal Counterfactual Explanations for k-Nearest Neighbors Using Mathematical Optimization and Constraint Programming
Claudio Contardo, Ricardo Fukasawa, Louis-Martin Rousseau, Thibaut Vidal
- ISCO 2024
- Readers: Everyone
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
- CoRR 2024
- Readers: Everyone

View all 149 publications

Co-Authors

View all 158 co-authors