Reinforcement Learning-Based Resource Allocation in Edge Computing.
Qianyu XieXutao YangLaixin ChiXuejie ZhangJixian ZhangPublished in: ICAIS (2) (2020)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation problems
- resource requirements
- scarce resources
- allocation problems
- allocate resources
- allocation strategies
- game theory
- optimal resource allocation
- dynamic resource allocation
- reinforcement learning algorithms
- market equilibrium
- state space
- machine learning
- combinatorial auctions
- function approximation
- resource allocation decisions
- resource availability
- resource allocation and scheduling
- grid environment
- resource usage
- temporal difference
- markov decision processes
- management system
- learning algorithm