Deep Reinforcement Learning-Based Adaptive IRS Control with Limited Feedback Codebooks.
Junghoon KimSeyyedali HosseinalipourAndrew C. MarcumTaejoon KimDavid J. LoveChristopher G. BrintonPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- control problems
- adaptive control
- optimal control
- learning algorithm
- visual feedback
- multi agent
- robot control
- function approximation
- control policy
- machine learning
- vector quantization
- learning capabilities
- image patches
- control strategy
- action selection
- state space
- adaptive neural
- learning classifier systems
- optimal policy
- control system
- feedback loop
- learning process
- multiscale