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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Veröffentlicht in:	IEEE International Conference on Communications (2003) S. 751 - 756
Hauptverfasser:	Yuan, Haoyue, Lu, Hancheng, Meng, Linghui, Liu, Mengjie
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 16.05.2022
Schlagworte:	Adaptive Bitrate Algorithm Bandwidth Bandwidth Allocation Bit rate Channel allocation Heuristic algorithms Neural networks QoE Reinforcement learning Streaming media Video Streaming
ISSN:	1938-1883
Online-Zugang:	Volltext
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