Learning a Generic Value-Selection Heuristic Inside a Constraint Programming Solver

5 January 2023

Papers citing "Learning a Generic Value-Selection Heuristic Inside a Constraint Programming Solver"

5 / 5 papers shown

Title
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 14 0 0 22 Aug 2024
Towards a Generic Representation of Combinatorial Problems for Learning-Based Approaches Léo Boisvert Hélene Verhaeghe Quentin Cappart 22 5 0 09 Mar 2024
Rethinking the Capacity of Graph Neural Networks for Branching Strategy Ziang Chen Jialin Liu Xiaohan Chen Xinshang Wang Wotao Yin 51 3 0 11 Feb 2024
Learning to branch with Tree MDPs Lara Scavuzzo F. Chen Didier Chételat Maxime Gasse Andrea Lodi Neil Yorke-Smith K. Aardal AI4CE 35 51 0 23 May 2022
SeaPearl: A Constraint Programming Solver guided by Reinforcement Learning Félix Chalumeau Ilan Coulon Quentin Cappart Louis-Martin Rousseau 36 21 0 18 Feb 2021