ERC Starting Grant · 2020
Control without Trust: A Distributionally Robust Approach
Recent developments in sensing and communication technology offer unprecedented opportunities by ubiquitously collecting data at high detail and at large scale. Utilization of data at these scales, however, poses a major challenge for control systems, particularly in view of the additional inherent uncertainty that data-driven control signals introduce to systems behavior. In fact, this effect has not been well understood to this date, primarily due to the missing link between data analytics techniques in machine learning and the underlying physics of dynamical systems. I address this issue by proposing a novel control design paradigm embracing ideas from the emerging field of…
From the public funding record at EU CORDIS. Describes the funded project, not the reviews below.