Deep-Reinforcement-Learning-based User-Preference-Aware Rate Adaptation for Video Streaming.
Lingyun LuJun XiaoWei NiHaifeng DuDalin ZhangPublished in: WoWMoM (2022)
Keyphrases
- user preferences
- video streaming
- rate adaptation
- cross layer
- video streams
- video quality
- user behavior
- rate control
- transmission rate
- network bandwidth
- multiple description coding
- error resilient
- low complexity
- peer to peer
- collaborative filtering
- user profiles
- application layer
- packet losses
- recommender systems
- video transmission
- multiple description
- video on demand
- user experience
- end to end
- quality assessment
- streaming services
- wireless networks
- computer vision
- transport protocol
- wireless channels
- packet loss
- multi layer
- bitstream
- video content
- image quality
- feature vectors