Computation Offloading and Resource Allocation in Mobile Edge Computing via Reinforcement Learning.
Danfeng WangJian ZhaoPublished in: WCSP (2019)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- resource allocation decisions
- resource allocation problems
- learning algorithm
- function approximation
- resource requirements
- optimal resource allocation
- allocation strategies
- resource consumption
- distributed resource allocation
- scarce resources
- dynamic resource allocation
- power allocation
- machine learning
- grid environment
- resource availability
- social welfare
- reinforcement learning algorithms
- combinatorial auctions
- computing environments
- market equilibrium
- state space
- resource allocation and scheduling