Reinforcement Learning Based Resource Allocation for Network Slices in O-RAN Midhaul.
Nien Fang ChengTurgay PamukluMelike Erol-KantarciPublished in: CoRR (2022)
Keyphrases
- resource allocation
- optimal resource allocation
- reinforcement learning
- resource allocation problems
- allocation problems
- resource management
- game theory
- resource usage
- resource requirements
- function approximation
- resource allocation decisions
- optimal policy
- scarce resources
- allocation strategies
- resource availability
- flow network
- allocate resources
- resource allocation and scheduling
- distributed resource allocation
- learning process
- dynamic resource allocation
- cloud computing environment
- learning algorithm
- bidding strategies
- communication networks
- wireless sensor networks