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Louis-Martin Rousseau
ServiceNow Research
Louis-Martin Rousseau
Publications
Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization
.
Quentin Cappart
,
Thierry Moisan
,
Louis-Martin Rousseau
,
Isabeau Prémont-Schwarz
,
Andre Cire
. At
Association for the Advancement of Artificial Intelligence (AAAI), 2021.
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Improving Optimization Bounds using Machine Learning: Decision Diagrams meet Deep Reinforcement Learning
.
Quentin Cappart
,
Emmanuel Goutierre
,
David Bergman
,
Louis-Martin Rousseau
. At
Association for the Advancement of Artificial Intelligence (AAAI), 2019.
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Learning Heuristics for the TSP by Policy Gradient
.
Michel Deudon
,
Pierre Cournut
,
Alexandre Lacoste
,
Yossiri Adulyasak
,
Louis-Martin Rousseau
. At
International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018.
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