Derivative-Based Koopman Operators for Real-Time Control of Robotic Systems

Giorgos Mamakoukas, Maria L. Castano, Xiaobo Tan +1

This paper presents a generalizable methodology for data-driven identification of nonlinear dynamics that bounds the model error in terms of the prediction horizon and the magnitud…