Impact of network settings on reinforcement learning based caching policy in cooperative edge networks

Reinforcement learning (RL) has been used in combination with cooperative caching to deal with growing traffic in mobile networks, but the performance of RL based caching policies depends heavily on network settings. This paper investigates the impact of access delays within network infrastructures...

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Bibliografiske detaljer

Principais autores:	Xiaobao Cheng, Minghan Gao, Qiang Gao, Xiao-Hong Peng
Format:	Artigo
Sprog:	Inglês
Udgivet:	Elsevier 2023-12-01
Serier:	ICT Express
Fag:	Edge caching Deep reinforcement learning Cooperative caching Network setting
Online adgang:	http://www.sciencedirect.com/science/article/pii/S240595952300005X
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