Neuro CROSS exchange: Learning to CROSS exchange to solve realistic vehicle routing problems

6 June 2022

Junyoung Park

Jinkyoo Park

Papers citing "Neuro CROSS exchange: Learning to CROSS exchange to solve realistic vehicle routing problems"

20 / 20 papers shown

Title
Ant Colony Sampling with GFlowNets for Combinatorial Optimization Minsu Kim Sanghyeok Choi Hyeon-Seob Kim Jiwoo Son Jinkyoo Park Yoshua Bengio 91 32 0 11 Mar 2024
Learning Collaborative Policies to Solve NP-hard Routing Problems Minsu Kim Jinkyoo Park Joungho Kim 54 113 0 26 Oct 2021
NeuroLKH: Combining Deep Learning Model with Lin-Kernighan-Helsgaun Heuristic for Solving the Traveling Salesman Problem Liang Xin Wen Song Zhiguang Cao Jie Zhang 40 110 0 15 Oct 2021
Learning to Delegate for Large-scale Vehicle Routing Sirui Li Zhongxia Yan Cathy Wu 58 115 0 08 Jul 2021
ScheduleNet: Learn to solve multi-agent scheduling problems with reinforcement learning Junyoung Park Sanjar Bakhtiyar Jinkyoo Park 52 38 0 06 Jun 2021
Deep Policy Dynamic Programming for Vehicle Routing Problems W. Kool H. V. Hoof J. Gromicho Max Welling 72 122 0 23 Feb 2021
Multi-Decoder Attention Model with Embedding Glimpse for Solving Vehicle Routing Problems Liang Xin Wen Song Zhiguang Cao Jie Zhang 82 157 0 19 Dec 2020
POMO: Policy Optimization with Multiple Optima for Reinforcement Learning Yeong-Dae Kwon Jinho Choo Byoungjip Kim Iljoo Yoon Youngjune Gwon Seungjai Min 97 336 0 30 Oct 2020
Learning to Solve Vehicle Routing Problems with Time Windows through Joint Attention Jonas K. Falkner Lars Schmidt-Thieme 39 38 0 16 Jun 2020
Learning Improvement Heuristics for Solving Routing Problems Yaoxin Wu Wen Song Zhiguang Cao Jie Zhang Andrew Lim 81 294 0 12 Dec 2019
Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem André Hottung Kevin Tierney 73 148 0 21 Nov 2019
An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem Chaitanya K. Joshi T. Laurent Xavier Bresson GNN 100 374 0 04 Jun 2019
Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search Zhuwen Li Qifeng Chen V. Koltun GNN 94 475 0 25 Oct 2018
Learning to Perform Local Rewriting for Combinatorial Optimization Xinyun Chen Yuandong Tian NAI OffRL 132 348 0 30 Sep 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 764 3,129 0 04 Jun 2018
Attention, Learn to Solve Routing Problems! W. Kool H. V. Hoof Max Welling 120 1,222 0 22 Mar 2018
Reinforcement Learning for Solving the Vehicle Routing Problem M. Nazari Afshin Oroojlooy L. Snyder Martin Takáč 91 907 0 12 Feb 2018
Learning Combinatorial Optimization Algorithms over Graphs H. Dai Elias Boutros Khalil Yuyu Zhang B. Dilkina Le Song 114 1,472 0 05 Apr 2017
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 158 1,493 0 29 Nov 2016
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 124 3,059 0 09 Jun 2015