Lyapunov-Based Deep Neural Networks for Adaptive Control of Stochastic Nonlinear Systems

Saiedeh Akbari, Cristian F. Nino, Omkar Sudhir Patil +1

Controlling nonlinear stochastic dynamical systems involves substantial challenges when the dynamics contain unknown and unstructured nonlinear state-dependent terms. For such comp…