Self-Tuning Sectorization: Deep Reinforcement Learning Meets Broadcast Beam Optimization.
Rubayet Shafin Bradley ShafinHao ChenYoung-Han NamSooyoung HurJeongho ParkJianzhong ZhangJeffrey H. ReedLingjia LiuPublished in: CoRR (2019)
Keyphrases
- reinforcement learning
- optimization algorithm
- global optimization
- optimization method
- function approximation
- optimal policy
- temporal difference
- model free
- optimization process
- markov decision processes
- state space
- data sets
- optimization methods
- artificial neural networks
- video sequences
- database systems
- learning algorithm