RIS Subarray Optimization With Reinforcement Learning for Green Symbiotic Communications in Internet of Things.
Tiantian ZhangPinyi RenDongyang XuZhanyi RenPublished in: IEEE Internet Things J. (2023)
Keyphrases
- reinforcement learning
- optimization algorithm
- optimization problems
- communication systems
- function approximation
- machine learning
- optimization method
- markov decision processes
- discrete optimization
- data sets
- constrained optimization
- key technologies
- optimal control
- optimal policy
- dynamic programming
- ambient intelligence
- particle swarm optimization
- combinatorial optimization
- convergence rate
- optimization methods
- supervised learning
- ubiquitous computing
- evolutionary algorithm
- optimization process
- case study
- neural network
- model free
- action selection
- databases