Koopman-Based Neural Lyapunov Functions for General Attractors

Shankar A. Deka, Alonso M. Valle, Claire J. Tomlin

Koopman spectral theory has grown in the past decade as a powerful tool for dynamical systems analysis and control. In this paper, we show how recent data-driven techniques for est…