1 code implementation • 28 Jan 2023 • Wenjie Xu, Colin N Jones, Bratislav Svetozarevic, Christopher R. Laughman, Ankush Chakrabarty
We study the problem of performance optimization of closed-loop control systems with unmodeled dynamics.
no code implementations • 14 Nov 2022 • Ankush Chakrabarty, Gordon Wichern, Christopher R. Laughman
Deep neural state-space models (SSMs) provide a powerful tool for modeling dynamical systems solely using operational data.
no code implementations • 14 Oct 2021 • Wenjie Xu, Colin N Jones, Bratislav Svetozarevic, Christopher R. Laughman, Ankush Chakrabarty
We study the problem of performance optimization of closed-loop control systems with unmodeled dynamics.