Resource Allocation for Edge Computing in IoT Networks via Reinforcement Learning.
Xiaolan LiuZhijin QinYue GaoPublished in: ICC (2019)
Keyphrases
- resource allocation
- reinforcement learning
- resource allocation problems
- game theory
- optimal resource allocation
- resource management
- allocation problems
- management system
- reinforcement learning algorithms
- state space
- cloud computing
- function approximation
- dynamic resource allocation
- resource requirements
- resource allocation and scheduling
- allocate resources
- combinatorial auctions
- resource usage
- resource consumption
- social welfare
- scarce resources
- cellular networks
- resource allocation decisions
- distributed resource allocation