Robust Direct Data-Driven Control for Probabilistic Systems

Alexander von Rohr, Dmitrii Likhachev, Sebastian Trimpe

We propose a data-driven control method for systems with aleatoric uncertainty, for example, robot fleets with variations between agents. Our method leverages shared trajectory dat…