Deep Reinforcement Learning-based Radio Resource Allocation and Beam Management under Location Uncertainty in 5G mmWave Networks.
Yujie YaoHao ZhouMelike Erol-KantarciPublished in: CoRR (2022)
Keyphrases
- resource allocation
- reinforcement learning
- scarce resources
- resource management
- resource allocation problems
- distributed resource allocation
- allocation problems
- optimal resource allocation
- game theory
- resource requirements
- learning agents
- resource allocation and scheduling
- management system
- markov decision processes
- data management
- machine learning
- allocate resources
- decision making
- allocation strategies
- resource availability
- resource allocation decisions
- access points
- flow network
- resource consumption
- reinforcement learning algorithms
- model free
- decision theory
- learning process
- cooperative
- learning algorithm