Improving ABR Performance for Short Video Streaming Using Multi-Agent Reinforcement Learning with Expert Guidance-Reference-Cited by-同舟云学术

Improving ABR Performance for Short Video Streaming Using Multi-Agent Reinforcement Learning with Expert Guidance

Published:2023-06-07 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 33rd Workshop on Network and Operating System Support for Digital Audio and Video
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Author:

Li Yueheng¹^ORCID,Zheng Qianyuan¹^ORCID,Zhang Zicheng¹^ORCID,Chen Hao¹^ORCID,Ma Zhan¹^ORCID

Affiliation:

1. Nanjing University, Nanjing, China

Funder

National Natural Science Foundation of China

Jiangsu Provincial Double-Innovation Doctor Program

ZTE Collaborative Research fund

Publisher

ACM

Reference22 articles.

1. Oboe

2. Federal Communications Commission . 2016. Raw Data - Measuring Broadband America 2016 . Retrieved March 1, 2022 from https://www.fcc.gov/reports-research/reports/measuring-broadband-america/raw-data-measuring-broadband-america-2016 Federal Communications Commission. 2016. Raw Data - Measuring Broadband America 2016. Retrieved March 1, 2022 from https://www.fcc.gov/reports-research/reports/measuring-broadband-america/raw-data-measuring-broadband-america-2016

3. Ting-Han Fan and Yubo Wang . 2022 . Soft actor-critic with integer actions . In 2022 American Control Conference (ACC). IEEE, 2611--2616 . Ting-Han Fan and Yubo Wang. 2022. Soft actor-critic with integer actions. In 2022 American Control Conference (ACC). IEEE, 2611--2616.

4. LiveClip

5. Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning

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