Radio Resource and Beam Management in 5G mmWave Using Clustering and Deep Reinforcement Learning.
Medhat H. M. ElsayedMelike Erol-KantarciPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- clustering method
- clustering algorithm
- information management
- cluster analysis
- management system
- hierarchical clustering
- data clustering
- information systems
- decision making
- k means
- resource allocation
- unsupervised learning
- decision support
- dynamic programming
- multi agent
- fuzzy clustering
- communication networks
- markov decision processes
- function approximation
- categorical data
- self organizing maps
- anomaly detection
- knowledge management
- resource constraints
- web resources
- network management
- cross section
- machine learning
- resource management
- electromagnetic field
- information resources
- wireless communication
- spectral clustering
- outlier detection
- data management
- state space
- image segmentation
- learning algorithm