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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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Detalles Bibliográficos
Autores principales: Park, Jinho, Chung, Kwangsue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10144645/
https://www.ncbi.nlm.nih.gov/pubmed/37112505
http://dx.doi.org/10.3390/s23084166