Distributed DRL-Based Computation Offloading Scheme for Improving QoE in Edge Computing Environments

Various edge collaboration schemes that rely on reinforcement learning (RL) have been proposed to improve the quality of experience (QoE). Deep RL (DRL) maximizes cumulative rewards through large-scale exploration and exploitation. However, the existing DRL schemes do not consider the temporal state...

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Bibliographic Details
Main Authors: Jinho Park, Kwangsue Chung
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/23/8/4166