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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Bibliographic Details
Main Authors: Xiaobao Cheng, Minghan Gao, Qiang Gao, Xiao-Hong Peng
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:ICT Express
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S240595952300005X