Enhanced Online Q-Learning Scheme for Resource Allocation with Maximum Utility and Fairness in Edge-IoT Networks.
Ismail AlQermJianli PanPublished in: IEEE Trans. Netw. Sci. Eng. (2020)
Keyphrases
- resource allocation
- learning scheme
- passive aggressive
- learning algorithm
- resource management
- allocation strategies
- resource allocation problems
- optimal resource allocation
- allocation problems
- social welfare
- resource requirements
- scarce resources
- game theory
- resource availability
- online learning
- management system
- machine learning
- utility function
- allocate resources
- dynamic resource allocation
- resource allocation decisions
- resource allocation and scheduling
- distributed resource allocation
- combinatorial auctions
- trading agents
- state space