Hierarchical Reinforcement Learning Based Resource Allocation for RAN Slicing.
Hasan Anil AkyildizÖmer Faruk GemiciIbrahim HökelekHakan Ali ÇirpanPublished in: IEEE Access (2024)
Keyphrases
- resource allocation
- hierarchical reinforcement learning
- reinforcement learning
- resource management
- model free
- resource allocation problems
- optimal resource allocation
- state abstraction
- allocation problems
- allocate resources
- resource allocation and scheduling
- scarce resources
- resource usage
- data mining
- function approximation
- allocation strategies
- combinatorial auctions
- least squares
- state space
- resource allocation decisions
- decision making