Distributed Multi-Agent Approach for Achieving Energy Efficiency and Computational Offloading in MECNs Using Asynchronous Advantage Actor-Critic

Distributed Multi-Agent Approach for Achieving Energy Efficiency and Computational Offloading in MECNs Using Asynchronous Advantage Actor-Critic

Mobile edge computing networks (MECNs) based on hierarchical cloud computing have the ability to provide abundant resources to support the next-generation internet of things (IoT) network, which relies on artificial intelligence (AI). To address the instantaneous service and computation demands of I...

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Bibliographic Details
Main Authors: Israr Khan, Salman Raza, Razaullah Khan, Waheed ur Rehman, G. M. Shafiqur Rahman, Xiaofeng Tao
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Electronics
Subjects:
deep reinforcement learning
advanced asynchronous advantage actor-critic (A3C)
multi-agent system
mobile edge computing
cloud computing
computational offloading
Online Access:https://www.mdpi.com/2079-9292/12/22/4605

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https://www.mdpi.com/2079-9292/12/22/4605

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