Task offloading mechanism based on federated reinforcement learning in mobile edge computing.
Jie LiZhiping YangXingwei WangYichao XiaShijian NiPublished in: Digit. Commun. Networks (2023)
Keyphrases
- reinforcement learning
- mobile phone
- function approximation
- mobile devices
- edge detection
- edge information
- selection mechanism
- supervised learning
- mobile users
- computational model
- state space
- data sources
- digital libraries
- mobile services
- edge detector
- learning algorithm
- machine learning
- mobile communication
- control policy
- reinforcement learning algorithms
- mobile environments
- data sets
- model free
- mobile networks
- smart phones
- mobile applications
- markov decision processes
- mobile learning
- multi agent
- multiscale
- search engine