Title
Solving Multi-Agent Routing Problems Using Deep Attention Mechanisms
Abstract
Routing delivery vehicles to serve customers in dynamic and uncertain environments like dense city centers is a challenging task that requires robustness and flexibility. Most existing approaches to routing problems produce solutions offline in the form of plans, which only apply to the situation they have been optimized for. Instead, we propose to learn a policy that provides decision rules to bu...
Year
DOI
Venue
2021
10.1109/TITS.2020.3009289
IEEE Transactions on Intelligent Transportation Systems
Keywords
DocType
Volume
Vehicle dynamics,Stochastic processes,Routing,Decision making,Adaptation models,Space exploration,Urban areas
Journal
22
Issue
ISSN
Citations 
12
1524-9050
1
PageRank 
References 
Authors
0.34
0
5
Name
Order
Citations
PageRank
Guillaume Bono111.02
Jilles Steeve Dibangoye212312.76
Olivier Simonin323133.99
Laëtitia Matignon4889.43
Florian Pereyron510.34