Towards a Generic Representation of Combinatorial Problems for Learning-Based Approaches

9 March 2024

Papers citing "Towards a Generic Representation of Combinatorial Problems for Learning-Based Approaches"

6 / 6 papers shown

Title
Reinforcement Learning-based Heuristics to Guide Domain-Independent Dynamic Programming Minori Narita Ryo Kuroiwa J. Christopher Beck 42 0 0 20 Mar 2025
Self-Supervised Transformers as Iterative Solution Improvers for Constraint Satisfaction Yudong Xu Wenhao Li Scott Sanner Elias Boutros Khalil 39 0 0 18 Feb 2025
RouteFinder: Towards Foundation Models for Vehicle Routing Problems Federico Berto Chuanbo Hua Nayeli Gast Zepeda André Hottung N. Wouda Leon Lan Kevin Tierney J. Park Jinkyoo Park 48 10 0 21 Jun 2024
Learning a Generic Value-Selection Heuristic Inside a Constraint Programming Solver Tom Marty Tristan François Pierre Tessier Louis Gautier Louis-Martin Rousseau Quentin Cappart 38 7 0 05 Jan 2023
SeaPearl: A Constraint Programming Solver guided by Reinforcement Learning Félix Chalumeau Ilan Coulon Quentin Cappart Louis-Martin Rousseau 36 21 0 18 Feb 2021
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 234 1,811 0 25 Nov 2016