Learn to Solve Vehicle Routing Problems ASAP: A Neural Optimization Approach for Time-Constrained Vehicle Routing Problems with Finite Vehicle Fleet

7 November 2024

Papers citing "Learn to Solve Vehicle Routing Problems ASAP: A Neural Optimization Approach for Time-Constrained Vehicle Routing Problems with Finite Vehicle Fleet"

18 / 18 papers shown

Title
PyVRP: a high-performance VRP solver package N. Wouda L. Lan Wouter Kool 39 25 0 22 Nov 2023
RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark Federico Berto Chuanbo Hua J. Park Laurin Luttmann Yining Ma ... Guojie Song Changhyun Kwon Kevin Tierney Lin Xie Jinkyoo Park OffRL 80 29 0 29 Jun 2023
A deep learning Attention model to solve the Vehicle Routing Problem and the Pick-up and Delivery Problem with Time Windows Baptiste Rabecq R. Chevrier AI4TS 42 3 0 20 Dec 2022
Learning to Solve Vehicle Routing Problems: A Survey Aigerim Bogyrbayeva Meraryslan Meraliyev Taukekhan Mustakhov Bissenbay Dauletbayev 65 25 0 05 May 2022
Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem Jingwen Li Yining Ma Ruize Gao Zhiguang Cao Andrew Lim Wen Song Jie Zhang 201 123 0 06 Oct 2021
Deep Reinforcement Learning for Combinatorial Optimization: Covering Salesman Problems Kaiwen Li Tao Zhang Yuheng Wang Yi Han BDL 89 67 0 11 Feb 2021
Multi-Decoder Attention Model with Embedding Glimpse for Solving Vehicle Routing Problems Liang Xin Wen Song Zhiguang Cao Jie Zhang 82 158 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 103 341 0 30 Oct 2020
Constrained Combinatorial Optimization with Reinforcement Learning Rubén Solozabal Josu Ceberio Martin Takáč 50 21 0 22 Jun 2020
Learning to Solve Vehicle Routing Problems with Time Windows through Joint Attention Jonas K. Falkner Lars Schmidt-Thieme 41 38 0 16 Jun 2020
Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning P. Costa Jason Rhuggenaath Yingqian Zhang A. Akçay 88 142 0 03 Apr 2020
An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem Chaitanya K. Joshi T. Laurent Xavier Bresson GNN 102 376 0 04 Jun 2019
Reward Constrained Policy Optimization Chen Tessler D. Mankowitz Shie Mannor 86 544 0 28 May 2018
Attention, Learn to Solve Routing Problems! W. Kool H. V. Hoof Max Welling 125 1,228 0 22 Mar 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 547 19,296 0 20 Jul 2017
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 158 1,494 0 29 Nov 2016
OpenAI Gym Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang Wojciech Zaremba OffRL ODL 225 5,087 0 05 Jun 2016
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 138 3,062 0 09 Jun 2015