Reinforcement Learning for Solving the Vehicle Routing Problem

Reinforcement Learning for Solving the Vehicle Routing Problem

12 February 2018

Afshin Oroojlooy

Papers citing "Reinforcement Learning for Solving the Vehicle Routing Problem"

17 / 117 papers shown

Title
Reinforcement Learning to Optimize the Logistics Distribution Routes of Unmanned Aerial Vehicle L. Feng 9 4 0 21 Apr 2020
Learn to Design the Heuristics for Vehicle Routing Problem Lei Gao Mingxiang Chen Qichang Chen Ganzhong Luo Nuoyi Zhu Zhixin Liu 19 50 0 20 Feb 2020
Multi-Vehicle Routing Problems with Soft Time Windows: A Multi-Agent Reinforcement Learning Approach Kecheng Zhang Meng Li Zhengchao Zhang Xi Lin Fang He 104 139 0 13 Feb 2020
A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems Bo Peng Jiahai Wang Zizhen Zhang 20 73 0 09 Feb 2020
Learning Variable Ordering Heuristics for Solving Constraint Satisfaction Problems Wen Song Zhiguang Cao Jie Zhang Andrew Lim 21 33 0 23 Dec 2019
Learning Improvement Heuristics for Solving Routing Problems Yaoxin Wu Wen Song Zhiguang Cao Jie Zhang Andrew Lim 39 281 0 12 Dec 2019
Combinatorial Optimization by Graph Pointer Networks and Hierarchical Reinforcement Learning Qiang Ma Suwen Ge Danyang He D. Thaker Iddo Drori 11 186 0 12 Nov 2019
Deep Q-Learning for Same-Day Delivery with Vehicles and Drones Xinwei Chen M. Ulmer Barrett W. Thomas 19 100 0 25 Oct 2019
A Review of Cooperative Multi-Agent Deep Reinforcement Learning Afshin Oroojlooyjadid Davood Hajinezhad 51 412 0 11 Aug 2019
Accelerating Primal Solution Findings for Mixed Integer Programs Based on Solution Prediction Jianpeng Ding Chao Zhang Lei Shen Shengyin Li Bing Wang Yinghui Xu Le Song 32 7 0 23 Jun 2019
An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem Chaitanya K. Joshi T. Laurent Xavier Bresson GNN 22 358 0 04 Jun 2019
TauRieL: Targeting Traveling Salesman Problem with a deep reinforcement learning inspired architecture Gorker Alp Malazgirt O. Unsal A. Cristal 19 5 0 14 May 2019
Learning to Perform Local Rewriting for Combinatorial Optimization Xinyun Chen Yuandong Tian NAI OffRL 31 337 0 30 Sep 2018
Learning the Multiple Traveling Salesmen Problem with Permutation Invariant Pooling Networks Yoav Kaempfer Lior Wolf 27 71 0 26 Mar 2018
Attention, Learn to Solve Routing Problems! W. Kool H. V. Hoof Max Welling 28 1,178 0 22 Mar 2018
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015
The Application of Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification Tianjun Xiao Yichong Xu Kuiyuan Yang Jiaxing Zhang Yuxin Peng Zheng-Wei Zhang 158 789 0 24 Nov 2014