Research on Resource Allocation under Unlicensed Spectrum Using Q-Learning.
Uyoy IalPublished in: CoRR (2024)
Keyphrases
- resource allocation
- cognitive radio
- multiagent learning
- reinforcement learning
- function approximation
- cognitive radio networks
- cooperative
- resource management
- multi agent
- optimal resource allocation
- resource allocation problems
- learning algorithm
- state space
- allocation problems
- allocate resources
- spectrum sensing
- scarce resources
- optimal policy
- action selection
- dynamic resource allocation
- combinatorial auctions
- resource requirements
- game theory
- reinforcement learning algorithms
- resource allocation decisions
- allocation strategies
- resource allocation and scheduling
- resource consumption
- model free
- base station
- management system
- resource usage
- power allocation
- wireless communication
- utility function
- market equilibrium