521 citations · 660 across the 21 of their papers we have counts for
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cs.LG2021
Combinatorial optimization and reasoning with graph neural networks
Quentin Cappart, Didier Chételat, Elias Khalil +3
Combinatorial optimization is a well-established area in operations research and computer science. Until recently, its methods have focused on solving problem instances in isolatio…
cs.LG2021
SeaPearl: A Constraint Programming Solver guided by Reinforcement Learning
Félix Chalumeau, Ilan Coulon, Quentin Cappart +1
The design of efficient and generic algorithms for solving combinatorial optimization problems has been an active field of research for many years. Standard exact solving approache…