Survey on reinforcement learning based adaptive bit rate algorithm for mobile video streaming services

In recent years, with the continuous release of HTTP adaptive streaming (HAS) video datasets and network trace datasets, the machine learning methods, such as deep learning and reinforcement learning, have been continuously applied to adaptive bit rate (ABR) algorithms, which obtain the optimal stra...

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Detalhes bibliográficos

Principais autores:	Li’na DU, Li ZHUO, Shuo YANG, Jiafeng LI, Jing ZHANG
Formato:	Artigo
Idioma:	Chinês
Publicado em:	Editorial Department of Journal on Communications 2021-09-01
coleção:	Tongxin xuebao
Assuntos:	reinforcement learning ABR algorithm QoE deep learning deep reinforcement learning
Acesso em linha:	http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021178/
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