Performance Optimization in Mobile-Edge Computing via Deep Reinforcement Learning.
Xianfu ChenHonggang ZhangCelimuge WuShiwen MaoYusheng JiMehdi BennisPublished in: VTC Fall (2018)
Keyphrases
- reinforcement learning
- global optimization
- edge detection
- function approximation
- mobile devices
- optimization problems
- constrained optimization
- learning algorithm
- mobile networks
- mobile phone
- optimization process
- robotic control
- neural network
- mobile environments
- mobile computing
- optimization method
- optimal policy
- optimization algorithm
- context aware
- multi agent
- image processing
- combinatorial optimization
- markov decision processes
- edge detector
- edge information
- state space
- evolutionary algorithm
- efficient computation
- model free
- reinforcement learning algorithms
- location aware