Optimization of lightweight task offloading strategy for mobile edge computing based on deep reinforcement learning.
Haifeng LuChunhua GuFei LuoWeichao DingXinping LiuPublished in: Future Gener. Comput. Syst. (2020)
Keyphrases
- lightweight
- reinforcement learning
- handheld devices
- optimization strategies
- optimization problems
- mobile phone
- optimization algorithm
- edge detection
- mobile devices
- state space
- web services
- development environments
- mobile learning
- mobile applications
- function approximation
- dos attacks
- machine learning
- communication infrastructure
- model free
- rfid tags
- optimal policy
- dynamic programming