Reinforcement Learning for Antenna Selection and Optimization of Irregular Reconfigurable Intelligent Surfaces.
Emmanuel Obeng FrimpongZhi TianYue WangPublished in: ICC Workshops (2024)
Keyphrases
- reinforcement learning
- microstrip antenna
- fine tuning
- three dimensional
- optimization algorithm
- global optimization
- optimization problems
- intelligent systems
- free form
- learning capabilities
- optimization methods
- selection algorithm
- reinforcement learning algorithms
- temporal difference
- model free
- optimization process
- state space
- function approximation
- optimization method
- markov decision processes
- decision support
- low cost
- fine grain
- optimal selection