Pareto Frontier Approximation Network (PA-Net) to Solve Bi-objective TSP

v1v2v3 (latest)

Pareto Frontier Approximation Network (PA-Net) to Solve Bi-objective TSP

2 March 2022

Sharareh Taghipour

ArXiv (abs)PDF HTML

Papers citing "Pareto Frontier Approximation Network (PA-Net) to Solve Bi-objective TSP"

17 / 17 papers shown

Title
Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer Yining Ma Jingwen Li Zhiguang Cao Wen Song Le Zhang Zhenghua Chen Jing Tang 128 137 0 06 Oct 2021
PathBench: A Benchmarking Platform for Classical and Learned Path Planning Algorithms Alexandru Toma Hao-Ya Hsueh H. Jaafar Riku Murai Paul H. J. Kelly Sajad Saeedi 42 21 0 04 May 2021
Learning the Pareto Front with Hypernetworks Aviv Navon Aviv Shamsian Gal Chechik Ethan Fetaya 106 145 0 08 Oct 2020
Multi-Agent Routing Value Iteration Network Quinlan Sykora Mengye Ren R. Urtasun 128 38 0 09 Jul 2020
Learning Combinatorial Optimization on Graphs: A Survey with Applications to Networking N. Vesselinova Rebecca Steinert Daniel F. Perez-Ramirez Magnus Boman GNN AI4CE 71 146 0 22 May 2020
Reinforcement Learning for Combinatorial Optimization: A Survey Nina Mazyavkina S. Sviridov Sergei Ivanov Evgeny Burnaev 113 624 0 07 Mar 2020
A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation Runzhe Yang Xingyuan Sun Karthik Narasimhan 79 256 0 21 Aug 2019
Deep Reinforcement Learning for Multi-objective Optimization Kaiwen Li Tao Zhang Rui Wang AI4CE 59 272 0 06 Jun 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
Machine Learning for Combinatorial Optimization: a Methodological Tour d'Horizon Yoshua Bengio Andrea Lodi Antoine Prouvost 155 1,391 0 15 Nov 2018
Multi-Task Learning as Multi-Objective Optimization Ozan Sener V. Koltun 167 1,288 0 10 Oct 2018
Reward Constrained Policy Optimization Chen Tessler D. Mankowitz Shie Mannor 83 543 0 28 May 2018
Attention, Learn to Solve Routing Problems! W. Kool H. V. Hoof Max Welling 123 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
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
A Survey of Multi-Objective Sequential Decision-Making D. Roijers Peter Vamplew Shimon Whiteson Richard Dazeley 79 656 0 04 Feb 2014

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.