Episodic Koopman Learning of Nonlinear Robot Dynamics with Application to Fast Multirotor Landing

Carl Folkestad, Daniel Pastor, Joel W. Burdick

This paper presents a novel episodic method to learn a robot's nonlinear dynamics model and an increasingly optimal control sequence for a set of tasks. The method is based on the…