Self-Tuning Sectorization: Deep Reinforcement Learning Meets Broadcast Beam Optimization.
Rubayet Shafin Bradley ShafinHao ChenYoung-Han NamSooyoung HurJeongho ParkJianzhong ZhangJeffrey H. ReedLingjia LiuPublished in: IEEE Trans. Wirel. Commun. (2020)
Keyphrases
- reinforcement learning
- optimization algorithm
- optimization problems
- optimization process
- global optimization
- genetic algorithm
- function approximation
- markov decision processes
- mobile robot
- dynamic programming
- cross section
- optimization model
- optimal control
- robotic control
- state space
- discrete optimization
- action selection
- pid controller
- constrained optimization
- data sets
- learning algorithm
- multi agent
- optimization method
- artificial neural networks
- optimal policy
- supervised learning