Joint Offloading and Resource Allocation in Mobile Edge Computing Systems: An Actor-Critic Approach.
Zhicai ZhangF. Richard YuFang FuQiao YanZhouyang WangPublished in: GLOBECOM (2018)
Keyphrases
- resource allocation
- computing systems
- actor critic
- reinforcement learning
- policy gradient
- computer systems
- temporal difference
- optimal control
- resource management
- resource allocation problems
- neuro fuzzy
- reinforcement learning algorithms
- gradient method
- game theory
- approximate dynamic programming
- optimal resource allocation
- function approximation
- dynamic programming
- average reward
- grid environment
- computing environments
- combinatorial auctions
- data processing
- software development