Online optimization of dynamical systems with deep learning perception

L Cothren, G Bianchin… - IEEE Open Journal of …, 2022 - ieeexplore.ieee.org
This paper considers the problem of controlling a dynamical system when the state cannot
be directly measured and the control performance metrics are unknown or only partially …

Online regulation of dynamical systems to solutions of constrained optimization problems

Y Chen, L Cothren, J Cortés… - IEEE Control Systems …, 2023 - ieeexplore.ieee.org
This letter considers the problem of regulating a dynamical system to equilibria that are
defined as solutions of an input-and state-constrained optimization problem. To solve this …