Estimating unknown dynamics and cost as a bilinear system with Koopman-based Inverse Optimal Control

Victor Nan Fernandez-Ayala, Shankar A. Deka, Dimos V. Dimarogonas

In this work, we address the challenge of approximating unknown system dynamics and cost functions through a Koopman-based Inverse Optimal Control (IOC) framework. Using optimal tr…