Deep Reinforcement Learning for Intelligent Reflecting Surfaces: Towards Standalone Operation.
Abdelrahman TahaYu ZhangFaris B. MismarAhmed AlkhateebPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- learning capabilities
- three dimensional
- intelligent systems
- learning algorithm
- function approximation
- multi agent
- reinforcement learning algorithms
- free form
- agent technology
- markov decision processes
- robotic control
- machine learning
- model free
- range data
- point cloud
- dynamical systems
- decision support
- action selection
- temporal difference
- supervised learning
- state space
- decision making
- surface model
- reinforcement learning methods
- multi agent reinforcement learning
- artificial intelligence