GenFedRL: a general federated reinforcement learning framework for deep reinforcement learning agents

GenFedRL: a general federated reinforcement learning framework for deep reinforcement learning agents

To solve the problem that intelligent devices equipped with deep reinforcement learning agents lack effective security data sharing mechanisms in the intelligent Internet of things, a general federated reinforcement learning (GenFedRL) framework was proposed for deep reinforcement learning agents.Th...

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Bibliographic Details
Main Authors: Biao JIN, Yikang LI, Zhiqiang YAO, Yulin CHEN, Jinbo XIONG
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2023-06-01
Series:Tongxin xuebao
Subjects:
intelligent Internet of things
federal learning
federal reinforcement learning
deep reinforcement learning
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023122/
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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023122/

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