Adaptive Video Streaming via Deep Reinforcement Learning from User Trajectory Preferences.
Qingyu XiaoJin YeChengjie PangLiangdi MaWenchao JiangPublished in: IPCCC (2020)
Keyphrases
- video streaming
- reinforcement learning
- user experience
- user preferences
- video communication
- scalable video
- video quality
- end users
- video streams
- heterogeneous wireless networks
- peer to peer
- user interface
- application layer
- rate control
- error resilient
- network bandwidth
- video transmission
- multiple description coding
- streaming video
- video content
- low complexity
- user behavior
- multiple description
- quality assessment
- frame rate
- feature extraction
- video coding
- image classification
- multiresolution
- streaming services
- recommender systems
- high quality
- similarity measure