PPO-ABR: Proximal Policy Optimization based Deep Reinforcement Learning for Adaptive BitRate streaming.
Mandan NareshParesh SaxenaManik GuptaPublished in: IWCMC (2023)
Keyphrases
- bit rate
- scalable video
- rate adaptation
- reinforcement learning
- video quality
- bitstream
- scalable video coding
- video streaming
- video coding
- optimal policy
- rate distortion
- rate control
- visual quality
- inter frame
- coding efficiency
- wireless networks
- motion vectors
- image quality
- video transmission
- data streams
- multiview video coding
- coding method
- fine granularity
- motion estimation
- coding scheme
- computational complexity
- base layer
- cross layer
- multiple description coding
- packet loss
- compression efficiency
- policy gradient
- digital images
- rate control algorithm
- dynamic programming
- video coder
- multi view