Task and Resource Allocation in Mobile Edge Computing: An Improved Reinforcement Learning Approach.
Sihua WangMingzhe ChenXuanlin LiuChangchuan YinPublished in: GLOBECOM Workshops (2019)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- optimal resource allocation
- resource allocation problems
- resource allocation decisions
- game theory
- function approximation
- allocation strategies
- allocation problems
- resource availability
- multi agent
- scarce resources
- resource consumption
- computing environments
- distributed resource allocation
- combinatorial auctions
- resource requirements
- power allocation
- dynamic resource allocation
- resource allocation and scheduling
- machine learning
- reinforcement learning algorithms
- markov decision processes
- decision making