Smart Resource Allocation for Mobile Edge Computing: A Deep Reinforcement Learning Approach.
Jiadai WangLei ZhaoJiajia LiuNei KatoPublished in: IEEE Trans. Emerg. Top. Comput. (2021)
Keyphrases
- resource allocation
- reinforcement learning
- optimal resource allocation
- resource allocation problems
- resource management
- function approximation
- mobile devices
- resource requirements
- allocation problems
- scarce resources
- resource usage
- combinatorial auctions
- resource availability
- game theory
- resource allocation decisions
- resource allocation and scheduling
- state space
- power allocation
- allocate resources
- resource consumption
- dynamic programming
- learning algorithm
- trading agents
- machine learning
- social welfare
- dynamic resource allocation
- grid environment
- computing environments
- market equilibrium