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...

Full description

Bibliographic Details

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