Deep Reinforcement Learning for Intelligent Reflecting Surfaces: Towards Standalone Operation.
Abdelrahman TahaYu ZhangFaris B. MismarAhmed AlkhateebPublished in: SPAWC (2020)
Keyphrases
- reinforcement learning
- function approximation
- three dimensional
- state space
- intelligent systems
- free form
- model free
- learning capabilities
- learning algorithm
- temporal difference
- action selection
- surface reconstruction
- dynamic programming
- learning environment
- artificial intelligence
- data sets
- curved surfaces
- markov decision process
- policy search
- robotic control