Deep Reinforcement Learning-based Radio Resource Allocation and Beam Management under Location Uncertainty in 5G mm Wave Networks.
Yujie YaoHao ZhouMelike Erol-KantarciPublished in: ISCC (2022)
Keyphrases
- resource allocation
- reinforcement learning
- scarce resources
- optimal resource allocation
- resource allocation problems
- cross section
- resource management
- resource requirements
- management system
- allocation problems
- resource allocation decisions
- game theory
- distributed resource allocation
- resource consumption
- resource allocation and scheduling
- multi agent
- machine learning
- decision theory
- reinforcement learning algorithms
- wireless communication
- state space
- learning process
- learning algorithm
- access points
- combinatorial auctions
- markov decision processes
- allocation strategies
- flow network
- allocate resources
- dynamic environments
- dynamic resource allocation
- data management
- dynamic programming