Fast reinforcement learning algorithms for joint adaptive source coding and transmission control in IoT devices with renewable energy storage.
Farnoosh NamjooniaMarzieh SheikhiVesal HakamiPublished in: Neural Comput. Appl. (2022)
Keyphrases
- reinforcement learning algorithms
- source coding
- scalable video
- renewable energy
- reinforcement learning
- model free
- rate allocation
- end to end
- video streaming
- bitstream
- information theoretic
- adaptive control
- markov decision processes
- rate distortion
- state space
- coding scheme
- channel coding
- control system
- video transmission
- wind power
- error resilience
- entropy coding
- temporal difference
- compressed video
- dynamic environments
- function approximation
- error concealment
- control method
- neural network