Temporal-Spatial Recommendation for Caching at Base Stations via Deep Reinforcement Learning

Proactive caching at the base station (BS) is a promising way to leverage the user-behavior-related information to boost network throughput and improve user experience. However, the gain of caching at the mobile edge highly depends on random user behavior and is largely compromised by the uncertaint...

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Bibliographic Details
Main Authors: Kaiyang Guo, Chenyang Yang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8704952/