Multi‐station multi‐robot task assignment method based on deep reinforcement learning

This paper focuses on the problem of multi‐station multi‐robot spot welding task assignment, and proposes a deep reinforcement learning (DRL) framework, which is made up of a public graph attention network and independent policy networks. The graph of welding spots distribution is encoded using the...

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Bibliographic Details
Published in:CAAI Transactions on Intelligence Technology Vol. 10; no. 1; pp. 134 - 146
Main Authors: Zhang, Junnan, Wang, Ke, Mu, Chaoxu
Format: Journal Article
Language:English
Published: Beijing John Wiley & Sons, Inc 01.02.2025
Wiley
Subjects:
ISSN:2468-2322, 2468-6557, 2468-2322
Online Access:Get full text
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