Mobility-Aware Resource Allocation in Multi-Access Edge Computing Using Deep Reinforcement Learning.
Najamul DinHaopeng ChenDaud KhanPublished in: ISPA/BDCloud/SocialCom/SustainCom (2019)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- optimal resource allocation
- resource requirements
- resource allocation problems
- allocation strategies
- scarce resources
- function approximation
- allocation problems
- resource usage
- resource allocation decisions
- access control
- reinforcement learning algorithms
- distributed resource allocation
- dynamic resource allocation
- mobile users
- mobile agents
- temporal difference
- allocate resources
- combinatorial auctions
- optimal policy
- dynamic programming
- multi agent