most citedDecentralized Circle Formation Control for Fish-like Robots in the Real-world via Reinforcement Learning

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cs.MM2023

Mamba: Bringing Multi-Dimensional ABR to WebRTC

Yueheng Li, Zicheng Zhang, Hao Chen +1

Contemporary real-time video communication systems, such as WebRTC, use an adaptive bitrate (ABR) algorithm to assure high-quality and low-delay services, e.g., promptly adjusting…

cs.MM2023

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

Yueheng Li, Qianyuan Zheng, Zicheng Zhang +2

In the realm of short video streaming, popular adaptive bitrate (ABR) algorithms developed for classical long video applications suffer from catastrophic failures because they are…