A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems

9 February 2020

Papers citing "A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems"

13 / 13 papers shown

Title
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 70 6 0 01 Jun 2024
Using Reinforcement Learning for the Three-Dimensional Loading Capacitated Vehicle Routing Problem Stefan Schoepf Stephen Mak J. Senoner Liming Xu Netland Torbjorn Alexandra Brintrup 21 0 0 22 Jul 2023
Multi-Start Team Orienteering Problem for UAS Mission Re-Planning with Data-Efficient Deep Reinforcement Learning Dong Ho Lee Jaemyung Ahn 22 6 0 02 Mar 2023
DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization Zhiqing Sun Yiming Yang DiffM 38 121 0 16 Feb 2023
Combining Constructive and Perturbative Deep Learning Algorithms for the Capacitated Vehicle Routing Problem Roberto García-Torres Alitzel Adriana Macias-Infante S. E. Conant-Pablos J. C. Ortíz-Bayliss Hugo Terashima-Marín 20 1 0 25 Nov 2022
DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems Ruizhong Qiu Zhiqing Sun Yiming Yang 45 80 0 08 Oct 2022
How Good Is Neural Combinatorial Optimization? A Systematic Evaluation on the Traveling Salesman Problem Shengcai Liu Yu Zhang K. Tang Xin Yao 65 40 0 22 Sep 2022
Deep-Steiner: Learning to Solve the Euclidean Steiner Tree Problem Siqi Wang Yifan Wang G. Tong 30 1 0 20 Sep 2022
Learning to Solve Vehicle Routing Problems: A Survey Aigerim Bogyrbayeva Meraryslan Meraliyev Taukekhan Mustakhov Bissenbay Dauletbayev 29 24 0 05 May 2022
An Overview and Experimental Study of Learning-based Optimization Algorithms for Vehicle Routing Problem Bingjie Li Guohua Wu Yongming He Mingfeng Fan Witold Pedrycz 64 68 0 15 Jul 2021
Efficient Active Search for Combinatorial Optimization Problems André Hottung Yeong-Dae Kwon Kevin Tierney 24 85 0 09 Jun 2021
A Deep Reinforcement Learning Approach for the Meal Delivery Problem H. Jahanshahi Aysun Bozanta Mucahit Cevik E. M. Kavuk Ayse Tosun Misirli Sibel B. Sonuc Bilgin Kosucu Ayse Basar 48 28 0 24 Apr 2021
Deep Policy Dynamic Programming for Vehicle Routing Problems W. Kool H. V. Hoof J. Gromicho Max Welling 42 115 0 23 Feb 2021