PPO-ABR: Proximal Policy Optimization based Deep Reinforcement Learning for Adaptive BitRate streaming.

Mandan Naresh Paresh Saxena Manik Gupta

Published 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