Adaptive Video Streaming via Deep Reinforcement Learning from User Trajectory Preferences.

Qingyu Xiao Jin Ye Chengjie Pang Liangdi Ma Wenchao Jiang

Published 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