A New Converse Lyapunov Theorem for Global Exponential Stability and Applications to Stochastic Approximation.
M. VidyasagarPublished in: CDC (2022)
Keyphrases
- stochastic approximation
- delayed neural networks
- asymptotic stability
- exponential stability
- global exponential stability
- sufficient conditions
- equilibrium point
- monte carlo
- closed loop
- neural network
- hopfield neural network
- cellular neural networks
- temporal difference learning
- policy iteration
- control system
- reinforcement learning
- higher order
- lyapunov function
- pairwise
- learning algorithm