HD3: Distributed Dueling DQN with Discrete-Continuous Hybrid Action Spaces for Live Video Streaming.
Xiaolan JiangYusheng JiPublished in: ACM Multimedia (2019)
Keyphrases
- video streaming
- continuous action
- action space
- peer to peer
- continuous state spaces
- continuous state
- state space
- streaming services
- markov decision processes
- video streams
- low complexity
- video quality
- multiple description coding
- real valued
- policy search
- reinforcement learning
- stochastic processes
- multi agent
- video content
- video on demand
- user experience
- cooperative
- real time
- action selection
- quality assessment
- finite state