An Efficient Online Computation Offloading Approach for Large-Scale Mobile Edge Computing via Deep Reinforcement Learning.
Zheyuan HuJianwei NiuTao RenBin DaiQingfeng LiMingliang XuSajal K. DasPublished in: IEEE Trans. Serv. Comput. (2022)
Keyphrases
- reinforcement learning
- efficiently computing
- efficient computation
- mobile devices
- real world
- multi agent
- machine learning
- small scale
- function approximation
- online learning
- edge detection
- mobile phone
- mobile learning
- mobile applications
- state space
- learning algorithm
- deep learning
- mobile environments
- real life
- context aware
- computing environments
- learning process
- optimal control
- edge information
- mobile computing
- mobile networks
- edge detector
- transfer learning
- supervised learning