PPO-ABR: Proximal Policy Optimization based Deep Reinforcement Learning for Adaptive BitRate streaming.
Mandan NareshParesh SaxenaManik GuptaPublished in: CoRR (2023)
Keyphrases
- bit rate
- rate adaptation
- scalable video
- reinforcement learning
- video quality
- bitstream
- optimal policy
- video coding
- rate distortion
- scalable video coding
- video streaming
- visual quality
- inter frame
- motion vectors
- image quality
- coding method
- rate control
- multiview video coding
- fine granularity
- rate allocation
- video coder
- state space
- end to end
- wireless networks
- video compression
- macroblock
- compression efficiency
- data streams
- computational complexity
- cross layer
- coding efficiency
- dynamic programming
- motion estimation
- quality assessment
- video content
- video transmission
- error resilience
- image sequences
- base layer
- motion compensation
- markov decision processes