MUABR: Multi-user Adaptive Bitrate Algorithm based Multi-agent Deep Reinforcement Learning

Adaptive bitrate (ABR) algorithms have been considered as efficient ways to improve the performance of video streaming by adaptively selecting appropriate video transmission bitrate. However, traditional ABR algorithms show poor adaptability to complex and dynamic networks, thus limit user's qu...

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Vydané v:	IEEE International Conference on Communications (2003) s. 751 - 756
Hlavní autori:	Yuan, Haoyue, Lu, Hancheng, Meng, Linghui, Liu, Mengjie
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 16.05.2022
Predmet:	Adaptive Bitrate Algorithm Bandwidth Bandwidth Allocation Bit rate Channel allocation Heuristic algorithms Neural networks QoE Reinforcement learning Streaming media Video Streaming
ISSN:	1938-1883
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