Introduction of Data Driven Mpc From Linear To Nonlinear Systems With Guarantees
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Nonlinear Reduced-Order Modeling from Data by Prof. George Haller.
Autonomy Talks - Johannes Koehler: Robust Control for Nonlinear Constrained Systems
Learning and Control with Safety and Stability Guarantees for Nonlinear Systems -- Part 1 of 4
Melanie Zeilinger: Learning-based Model Predictive Control - Towards Safe Learning in Control
Data driven control of unknown nonlinear systems using extremum seeking control
Real-Time Optimization Algorithms for Nonlinear MPC of Nonsmooth Dynamical Systems
Steven Dahdah : Data-Driven Modelling and Control with the Koopman Operator
Nonlinear Model Predictive Control (MPC) Implementation in MATLAB from Scratch - Part 1
Difference of Convex Functions in Robust Data-Driven MPC
Nonlinear Model Predictive Control Deployment to Speedgoat Hardware | Understanding MPC, Part 9
MPC from Basics to Learning-based Design (1/2)
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Last Updated: October 4, 2026
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Prof. Dr.-Ing. Frank Allgöwer, University of Stuttgart, Germany. Lecture by Frank Allgöwer as part of the Summer School "Foundations and Mathematical Organizers: Timm Faulwasser, TU Dortmund, Germany Thulasi Mylvaganam, Imperial College London, UK Date and Time: ... NODY Webinar, February 22, 2024. DOI: doi.org/10.52843/cassyni.jrr0qt I discuss a recent dynamical- Autonomy Talks - 22/03/21 Speaker: Dr. Johannes Koehler, Institute for Dynamic Nikolai Matni on generalization theory (1/2), as part of the lectures by Nikolai Matni and Stephen Tu as part of the Summer School ... Intersections between Control, Learning and Optimization 2020 "Learning-based Model Predictive Control - Towards Safe ... Speaker: Professor Martin Guay, Queen's University, Canada. Prof. Toshiyuki Ohtsuka, Kyoto University, Japan. Date: Tuesday, November 22, 2022. CIM-REPARTI Webinar presented by Steven Dahdah, DECAR Presented as part of a workshop at the American Control Conference in Denver, 7 July 2025 on the Interplay Between Machine ... Learn how to generate code from a Lecture at the First ELO-X Seasonal School and Workshop (March 22, 2022). Contents of this video: - Model predictive control ...
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