traditional video to achieve the same user-perceived playback quality. Since users only view
part of the entire videos, viewport-adaptive streaming is an effective approach to guarantee
video quality. However, the performance of viewport-adaptive schemes is highly dependent
on the bandwidth estimation and viewport prediction. To overcome these issues, we
propose a novel reinforcement learning (RL) based viewport-adaptive streaming framework …