Cooperative service caching and peer offloading in Internet of vehicles based on multi-agent meta-reinforcement learning

Cooperative service caching and peer offloading in Internet of vehicles based on multi-agent meta-reinforcement learning

In order to reduce computation complexity, a two-layer mutli-RSU (road side unit) service caching and peer offloading algorithm (MPO) was proposed to decouple the optimization problem.In the designed MPO, the outer layer utilized multi-agent meta-reinforcement learning, which established long short-...

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Bibliographic Details
Main Authors: Zhaolong NING, Kaiyuan ZHANG, Xiaojie WANG, Lei GUO
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2021-06-01
Series:Tongxin xuebao
Subjects:
Internet of vehicles
edge service caching
cooperative offloading
meta-reinforcement learning
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021104/
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