Jacob Euler-Rolle

DeSKO: Stability-Assured Robust Control with a Deep Stochastic Koopman Operator

The Koopman operator theory linearly describes nonlinear dynamical systems in a high-dimensional functional space and it allows to apply linear control methods to highly nonlinear systems. However, the Koopman operator does not account for any uncertainty in dynamical systems, causing it to perform…