Learning the Multiple Traveling Salesmen Problem with Permutation
Invariant Pooling Networks

Learning the Multiple Traveling Salesmen Problem with Permutation Invariant Pooling Networks

26 March 2018

Lior Wolf

Papers citing "Learning the Multiple Traveling Salesmen Problem with Permutation Invariant Pooling Networks"

11 / 11 papers shown

Title
Graph Learning-based Fleet Scheduling for Urban Air Mobility under Operational Constraints, Varying Demand & Uncertainties Steve Paul Jhoel Witter Souma Chowdhury AI4TS 37 2 0 09 Jan 2024
Efficient Planning of Multi-Robot Collective Transport using Graph Reinforcement Learning with Higher Order Topological Abstraction Steve Paul Wenyuan Li B. Smyth Yuzhou Chen Yulia R. Gel Souma Chowdhury 14 7 0 15 Mar 2023
Graph Learning Based Decision Support for Multi-Aircraft Take-Off and Landing at Urban Air Mobility Vertiports Prajit K. Kumar Jhoel Witter Steve Paul Karthik Dantu Souma Chowdhury 14 3 0 12 Feb 2023
Learning to Solve Soft-Constrained Vehicle Routing Problems with Lagrangian Relaxation Qiaoyue Tang Yangzhe Kong Lemeng Pan Choon-woo Lee 24 3 0 20 Jul 2022
Solving the Traveling Salesperson Problem with Precedence Constraints by Deep Reinforcement Learning Christian Löwens Inaam Ashraf Alexander Gembus Genesis Cuizon Jonas K. Falkner Lars Schmidt-Thieme 27 2 0 04 Jul 2022
Supervised Permutation Invariant Networks for Solving the CVRP with Bounded Fleet Size Daniela Thyssens Jonas K. Falkner Lars Schmidt-Thieme SSL 19 2 0 05 Jan 2022
An Overview and Experimental Study of Learning-based Optimization Algorithms for Vehicle Routing Problem Bingjie Li Guohua Wu Yongming He Mingfeng Fan Witold Pedrycz 64 67 0 15 Jul 2021
The Transformer Network for the Traveling Salesman Problem Xavier Bresson T. Laurent 19 85 0 04 Mar 2021
Learning Improvement Heuristics for Solving Routing Problems Yaoxin Wu Wen Song Zhiguang Cao Jie M. Zhang Andrew Lim 31 280 0 12 Dec 2019
SmartChoices: Hybridizing Programming and Machine Learning Victor Carbune Thierry Coppey A. Daryin Thomas Deselaers Nikhil Sarda J. Yagnik 16 2 0 01 Oct 2018
Attention, Learn to Solve Routing Problems! W. Kool H. V. Hoof Max Welling 11 1,174 0 22 Mar 2018