Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks.
Suzhi BiLiang HuangHui WangYing-Jun Angela ZhangPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- efficiently computing
- learning algorithm
- network connectivity
- mobile phone
- mobile nodes
- cellular networks
- efficient computation
- control theory
- sufficient conditions
- delay tolerant
- mobile devices
- social networks
- real time
- optimal policy
- complex networks
- stability analysis
- mobile applications
- mobile users
- mobile computing
- model free
- adaptive control
- equilibrium point
- class of nonlinear systems
- nonlinear functions
- computing environments
- edge detector
- dynamical systems
- mobile learning
- state space
- dynamic programming
- neural network