Deep reinforcement learning-based online task offloading in mobile edge computing networks.
Haixing WuJingwei GengXiaojun BaiShunfu JinPublished in: Inf. Sci. (2024)
Keyphrases
- reinforcement learning
- online learning
- mobile phone
- mobile devices
- mobile wireless
- delay tolerant
- network structure
- complex networks
- function approximation
- multi agent
- mobile users
- edge detection
- network connectivity
- multimedia services
- action selection
- heterogeneous networks
- machine learning
- sensor networks
- social networks
- learning process
- balancing exploration and exploitation
- markov decision processes
- text messaging
- neural network
- call admission control
- learning algorithm
- image processing
- function approximators
- temporal difference
- state space
- mobile computing
- m learning
- wireless networks
- mobile applications