Lyapunov-Guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks.
Suzhi BiLiang HuangHui WangYing-Jun Angela ZhangPublished in: IEEE Trans. Wirel. Commun. (2021)
Keyphrases
- reinforcement learning
- social networks
- efficiently computing
- function approximation
- mobile devices
- efficient computation
- mobile phone
- adaptive control
- online learning
- edge detection
- reinforcement learning algorithms
- mobile learning
- network structure
- equilibrium point
- control scheme
- stability analysis
- wireless technologies
- delay tolerant
- complex networks
- sufficient conditions
- multi agent
- text messaging
- class of nonlinear systems
- control theory
- model free
- edge information
- weighted graph
- mobile applications
- closed loop
- state space