Graph Reinforcement Learning for Combinatorial Optimization: A Survey
and Unifying Perspective

Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective

9 April 2024

Victor-Alexandru Darvariu

Papers citing "Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective"

13 / 13 papers shown

Title
FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation Shilong Zhang Wenbo Li Shoufa Chen Chongjian Ge Peize Sun Y. Zhang Yi-Xin Jiang Zehuan Yuan Binyue Peng Ping Luo DiffM VGen 89 0 0 07 Feb 2025
On-line Policy Improvement using Monte-Carlo Search Gerald Tesauro Gregory R. Galperin 69 270 0 09 Jan 2025
Hybridising Reinforcement Learning and Heuristics for Hierarchical Directed Arc Routing Problems Van Quang Nguyen Quoc Chuong Nguyen Thu Huong Dang Truong Son-Hy 32 0 0 03 Jan 2025
Reinforcement Learning Discovers Efficient Decentralized Graph Path Search Strategies Alexei Pisacane Victor-Alexandru Darvariu Mirco Musolesi 13 0 0 12 Sep 2024
Neural Combinatorial Optimization Algorithms for Solving Vehicle Routing Problems: A Comprehensive Survey with Perspectives Xuan Wu Di Wang Lijie Wen Yubin Xiao Chunguo Wu Yuesong Wu Chaoyu Yu D. Maskell You Zhou 57 3 0 01 Jun 2024
Variational Annealing on Graphs for Combinatorial Optimization Sebastian Sanokowski Wilhelm Berghammer Sepp Hochreiter Sebastian Lehner 46 13 0 23 Nov 2023
Reinforcement Causal Structure Learning on Order Graph Dezhi Yang Guoxian Yu J. Wang Zhe Wu Maozu Guo BDL CML 22 16 0 22 Nov 2022
Sym-NCO: Leveraging Symmetricity for Neural Combinatorial Optimization Minsu Kim Junyoung Park Jinkyoo Park 65 77 0 26 May 2022
What's Wrong with Deep Learning in Tree Search for Combinatorial Optimization Maximilian Böther Otto Kißig M. Taraz S. Cohen Karen Seidel Tobias Friedrich AI4CE 60 46 0 25 Jan 2022
Algorithmic Concept-based Explainable Reasoning Dobrik Georgiev Pietro Barbiero Dmitry Kazhdan Petar Velivcković Pietro Lió 61 16 0 15 Jul 2021
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation Jiaxuan You Bowen Liu Rex Ying Vijay S. Pande J. Leskovec GNN 184 878 0 07 Jun 2018
Junction Tree Variational Autoencoder for Molecular Graph Generation Wengong Jin Regina Barzilay Tommi Jaakkola 211 1,329 0 12 Feb 2018
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 231 3,202 0 24 Nov 2016