A reinforcement learning approach for optimizing multiple traveling salesman problems over graphs

10.1016/j.knosys.2020.106244

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Bibliographic Details
Main Authors:	YUJIAO HU, YUAN YAO, LEE WEE SUN
Other Authors:	DEAN'S OFFICE (SCHOOL OF COMPUTING)
Format:	Article
Language:	English
Published:	Elsevier B.V. 2020
Subjects:	multi-agent reinforcement learning combinatorial optimization problems multiple traveling salesman problems graph neural networks policy networks
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/177387
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-177387
record_format	dspace
spelling	sg-nus-scholar.10635-1773872023-08-29T21:44:09Z A reinforcement learning approach for optimizing multiple traveling salesman problems over graphs YUJIAO HU YUAN YAO LEE WEE SUN DEAN'S OFFICE (SCHOOL OF COMPUTING) multi-agent reinforcement learning combinatorial optimization problems multiple traveling salesman problems graph neural networks policy networks 10.1016/j.knosys.2020.106244 Kowledge-Based Systems 204 106244 2020-10-13T01:17:30Z 2020-10-13T01:17:30Z 2020-09-27 Article YUJIAO HU, YUAN YAO, LEE WEE SUN (2020-09-27). A reinforcement learning approach for optimizing multiple traveling salesman problems over graphs. Kowledge-Based Systems 204 : 106244. ScholarBank@NUS Repository. https://doi.org/10.1016/j.knosys.2020.106244 09507051 https://scholarbank.nus.edu.sg/handle/10635/177387 en Elsevier B.V.
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
language	English
topic	multi-agent reinforcement learning combinatorial optimization problems multiple traveling salesman problems graph neural networks policy networks
spellingShingle	multi-agent reinforcement learning combinatorial optimization problems multiple traveling salesman problems graph neural networks policy networks YUJIAO HU YUAN YAO LEE WEE SUN A reinforcement learning approach for optimizing multiple traveling salesman problems over graphs
description	10.1016/j.knosys.2020.106244
author2	DEAN'S OFFICE (SCHOOL OF COMPUTING)
author_facet	DEAN'S OFFICE (SCHOOL OF COMPUTING) YUJIAO HU YUAN YAO LEE WEE SUN
format	Article
author	YUJIAO HU YUAN YAO LEE WEE SUN
author_sort	YUJIAO HU
title	A reinforcement learning approach for optimizing multiple traveling salesman problems over graphs
title_short	A reinforcement learning approach for optimizing multiple traveling salesman problems over graphs
title_full	A reinforcement learning approach for optimizing multiple traveling salesman problems over graphs
title_fullStr	A reinforcement learning approach for optimizing multiple traveling salesman problems over graphs
title_full_unstemmed	A reinforcement learning approach for optimizing multiple traveling salesman problems over graphs
title_sort	reinforcement learning approach for optimizing multiple traveling salesman problems over graphs
publisher	Elsevier B.V.
publishDate	2020
url	https://scholarbank.nus.edu.sg/handle/10635/177387
_version_	1779152039834550272

A reinforcement learning approach for optimizing multiple traveling salesman problems over graphs

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