SAC-ABR: Soft Actor-Critic based deep reinforcement learning for Adaptive BitRate streaming-Reference-Cited by-同舟云学术

SAC-ABR: Soft Actor-Critic based deep reinforcement learning for Adaptive BitRate streaming

Published:2022-01-04 Issue: Volume: Page:
ISSN:
Container-title:2022 14th International Conference on COMmunication Systems & NETworkS (COMSNETS)
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Author:

Naresh Mandan¹,Gireesh Nandiraju¹,Saxena Paresh¹,Gupta Manik¹

Affiliation:

1. BITS Pilani,Dept. of CSIS,Hyderabad,India

Funder

SERB

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9668311/9667790/09668424.pdf?arnumber=9668424

Reference26 articles.

1. A Control-Theoretic Approach for Dynamic Adaptive Video Streaming over HTTP

2. TensorFlow: Large-scale machine learning on heterogeneous systems;abadi;software available from tensorflow org,2015

3. The ACM Multimedia 2019 Live Video Streaming Grand Challenge

4. Oboe

5. Qtcp: Adaptive congestion control with reinforcement learning, department of electrical and computer engineering, northeastern university, boston;li;GLOBE-COM 2020 – 2020 IEEE Global Commun Conf,0

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