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

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

2 March 2022

Sharareh Taghipour

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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 130 137 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 1,392 0 15 Nov 2018
Multi-Task Learning as Multi-Objective Optimization Ozan Sener V. Koltun 169 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 1,223 0 22 Mar 2018
Reinforcement Learning for Solving the Vehicle Routing Problem M. Nazari Afshin Oroojlooy L. Snyder Martin Takáč 93 907 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 3,060 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