Deep Reinforcement Learning Evolution Algorithm for Dynamic Antenna Control in Multi-Cell Configuration HAPS System.
Siyuan YangMondher BouaziziTomoaki OhtsukiYohei ShibataWataru TakabatakeKenji HoshinoAtsushi NagatePublished in: Future Internet (2023)
Keyphrases
- reinforcement learning
- learning algorithm
- preprocessing
- cost function
- dynamic programming
- model free
- similarity measure
- clustering method
- detection algorithm
- optimization algorithm
- experimental evaluation
- simulated annealing
- worst case
- path planning
- matching algorithm
- dynamic environments
- computational cost
- control system
- optimal solution
- objective function
- particle swarm optimization
- expectation maximization
- significant improvement
- search space
- data structure
- function approximation
- temporal difference
- configuration space
- control policy