Louis-Martin Rousseau
4 papers · 2019–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🏆 Keyword Champion (2)
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Conference Pioneer
Top co-authors
Research topics
Keywords
combinatorial optimization
(3)
lagrangian decomposition
(2)
constraint programming
(2)
deep reinforcement learning
(2)
thompson sampling
(1)
traveling salesman problem
(1)
knapsack problem
(1)
dual bound
(1)
shortest path problem
(1)
decision diagram
(1)
sub-gradient optimization
(1)
variable ordering
(1)
abstraction heuristic
(1)
cost partitioning
(1)
operator-counting heuristic
(1)
bound optimization
(1)
reinforcement learning
(1)
self-supervised learning
(1)
dynamic programming
(1)
Papers
Learning Valid Dual Bounds in Constraint Programming: Boosted Lagrangian Decomposition with Self-Supervised Learning
AAAI 2025
Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization
AAAI 2021
Lagrangian Decomposition for Classical Planning (Extended Abstract)
IJCAI 2020
Improving Optimization Bounds Using Machine Learning: Decision Diagrams Meet Deep Reinforcement Learning
AAAI 2019