Benjamin Karg
Orcid: 0000-0002-9779-3101
According to our database1,
Benjamin Karg
authored at least 10 papers
between 2018 and 2022.
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Bibliography
2022
Explainable artificial intelligence for deep learning-based model predictive controllers.
Proceedings of the 26th International Conference on System Theory, Control and Computing , 2022
Guaranteed safe control of systems with parametric uncertainties via neural network controllers.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
2021
IEEE Trans. Ind. Informatics, 2021
Approximate moving horizon estimation and robust nonlinear model predictive control via deep learning.
Comput. Chem. Eng., 2021
2020
Efficient Representation and Approximation of Model Predictive Control Laws via Deep Learning.
IEEE Trans. Cybern., 2020
Stability and feasibility of neural network-based controllers via output range analysis.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020
2019
CoRR, 2019
Learning-based approximation of robust nonlinear predictive control with state estimation applied to a towing kite.
Proceedings of the 17th European Control Conference, 2019
2018
Towards low-energy, low-cost and high-performance IoT-based operation of interconnected systems.
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018
Proceedings of the 16th European Control Conference, 2018