Online Deep Reinforcement Learning for Computation Offloading in Blockchain-Empowered Mobile Edge Computing.
Xiaoyu QiuLuobin LiuWuhui ChenZicong HongZibin ZhengPublished in: IEEE Trans. Veh. Technol. (2019)
Keyphrases
- reinforcement learning
- online learning
- efficiently computing
- real time
- edge detection
- mobile devices
- learning algorithm
- mobile phone
- optimal policy
- efficient computation
- balancing exploration and exploitation
- temporal difference
- model free
- edge information
- function approximation
- markov decision processes
- mobile applications
- mobile users
- mobile computing
- mobile networks
- transfer learning
- context aware
- mobile environments
- action selection
- multi agent
- reinforcement learning algorithms
- online services
- image segmentation
- search engine