Self-Improved Learning for Scalable Neural Combinatorial Optimization

28 March 2024

Papers citing "Self-Improved Learning for Scalable Neural Combinatorial Optimization"

6 / 6 papers shown

Title
Graph Reduction with Unsupervised Learning in Column Generation: A Routing Application Abdo Abouelrous Laurens Bliea A. Gabor Yaoxin Wu Yingqian Zhang 24 0 0 11 Apr 2025
L2R: Learning to Reduce Search Space for Generalizable Neural Routing Solver Changliang Zhou Xi Victoria Lin Zhenkun Wang Qingfu Zhang 58 0 0 05 Mar 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 40 10 0 21 Jun 2024
GOAL: A Generalist Combinatorial Optimization Agent Learner Darko Drakulic Sofia Michel J. Andreoli 31 6 0 21 Jun 2024
Sym-NCO: Leveraging Symmetricity for Neural Combinatorial Optimization Minsu Kim Junyoung Park Jinkyoo Park 65 77 0 26 May 2022
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 69 1,443 0 29 Nov 2016