Learning Noise-Robust Stable Koopman Operator for Control with Hankel DMD

Shahriar Akbar Sakib, Shaowu Pan

We propose a noise-robust learning framework for the Koopman operator of nonlinear dynamical systems, with guaranteed long-term stability and improved model performance for better…