Louis-Martin Rousseau
4 papers · 2019–2025 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
๐ Cross-Pollinator (15) ๐ Conference Polyglot (2) ๐ Academic Marathon (6) ๐ Renaissance Researcher (5) ๐ Interdisciplinary Bridge
๐บ๏ธ
Taxonomy Completionist
(13)
๐งญ
Keyword Pioneer
๐
Keyword Champion
(2)
๐
Conference Pioneer
Conferences
AAAI (3)
IJCAI (1)
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