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

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

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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...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Biao JIN, Yikang LI, Zhiqiang YAO, Yulin CHEN, Jinbo XIONG
Формат: Өгүүллэг
Хэл сонгох:zho
Хэвлэсэн: Editorial Department of Journal on Communications 2023-06-01
Цуврал:Tongxin xuebao
Нөхцлүүд:
intelligent Internet of things
federal learning
federal reinforcement learning
deep reinforcement learning
Онлайн хандалт:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023122/

Интернэт

http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023122/

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