Cover Image

Data-conforming data-driven control: avoiding premature generalizations beyond data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ramadan, Mohammad, Toler, Evan, Anitescu, Mihai
Format:	Preprint
Published:	2024
Subjects:	Systems and Control
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Floodgates up to contain the DeePC and limit extrapolation
by: Ramadan, Mohammad, et al.
Published: (2025)

Dampening parameter distributional shifts under robust control and gain scheduling
by: Ramadan, Mohammad, et al.
Published: (2024)

Extended Kalman filter -- Koopman operator for tractable stochastic optimal control
by: Ramadan, Mohammad S., et al.
Published: (2024)

Simultaneous improvement of control and estimation for battery management systems
by: Ramadan, Mohammad S., et al.
Published: (2025)

The statistical spread of transmission outages on a fast protection time scale based on utility data
by: Dobson, Ian, et al.
Published: (2024)

Near-Optimal Performance of Stochastic Model Predictive Control
by: Shin, Sungho, et al.
Published: (2022)

Sample- and computationally efficient data-driven predictive control
by: Alsalti, Mohammad, et al.
Published: (2023)

Robust and efficient data-driven predictive control
by: Alsalti, Mohammad, et al.
Published: (2024)

Near-Optimal Distributed Linear-Quadratic Regulator for Networked Systems
by: Shin, Sungho, et al.
Published: (2022)

Notes on data-driven output-feedback control of linear MIMO systems
by: Alsalti, Mohammad, et al.
Published: (2023)

Direct data-driven state-feedback control of general nonlinear systems
by: Verhoek, Chris, et al.
Published: (2023)

Data-driven control of nonlinear systems from input-output data
by: Dai, Xiaoyan, et al.
Published: (2023)

Soft projections for robust data-driven control
by: Sasfi, András, et al.
Published: (2026)

Gaussian behaviors: representations and data-driven control
by: Sasfi, András, et al.
Published: (2025)

Towards explainable data-driven predictive control with regularizations
by: Klädtke, Manuel, et al.
Published: (2025)

Implicit predictors in regularized data-driven predictive control
by: Klädtke, Manuel, et al.
Published: (2023)

Data-Driven Estimation of Failure Probabilities in Correlated Structure-Preserving Stochastic Power System Models
by: Zhao, Hongli, et al.
Published: (2024)

On the impact of regularization in data-driven predictive control
by: Breschi, Valentina, et al.
Published: (2023)

On data usage and predictive behavior of data-driven predictive control with 1-norm regularization
by: Klädtke, Manuel, et al.
Published: (2025)

On the Convergence of Overlapping Schwarz Decomposition for Nonlinear Optimal Control
by: Na, Sen, et al.
Published: (2020)

Passive nonlinear FIR filters for data-driven control
by: Wang, Zixing, et al.
Published: (2025)

Extending direct data-driven predictive control towards systems with finite control sets
by: Klädtke, Manuel, et al.
Published: (2024)

Lyapunov based dynamic controller designs for reach-and-avoid problems
by: Lanza, Lukas, et al.
Published: (2024)

An overview of systems-theoretic guarantees in data-driven model predictive control
by: Berberich, Julian, et al.
Published: (2024)

Trajectory-based data-driven predictive control and the state-space predictor
by: Premer, Levi D. Reyes, et al.
Published: (2026)

eXplainable AI for data driven control: an inverse optimal control approach
by: Porcari, Federico, et al.
Published: (2025)

On the role of the signature transform in nonlinear systems and data-driven control
by: Scampicchio, Anna, et al.
Published: (2024)

On the equivalence of direct and indirect data-driven predictive control approaches
by: Mattsson, Per, et al.
Published: (2024)

Direct data-driven control with signal temporal logic specifications
by: van Huijgevoort, Birgit C., et al.
Published: (2023)

Towards a unifying framework for data-driven predictive control with quadratic regularization
by: Klädtke, Manuel, et al.
Published: (2024)

Kernelized offset-free data-driven predictive control for nonlinear systems
by: de Jong, Thomas Oliver, et al.
Published: (2024)

Uncertainty-aware data-driven predictive control in a stochastic setting
by: Breschi, Valentina, et al.
Published: (2022)

Direct data-driven LPV control of nonlinear systems: An experimental result
by: Verhoek, Chris, et al.
Published: (2022)

Robust stability analysis of a simple data-driven model predictive control approach
by: Bongard, Joscha, et al.
Published: (2021)

Overlapping Schwarz Scheme for Linear-Quadratic Programs in Continuous Time
by: Zhao, Hongli, et al.
Published: (2025)

End-to-end guarantees for indirect data-driven control of bilinear systems with finite stochastic data
by: Chatzikiriakos, Nicolas, et al.
Published: (2024)

Data-driven stabilization of continuous-time systems with noisy input-output data
by: Wakaiki, Masashi
Published: (2026)

Bias correction and instrumental variables for direct data-driven model-reference control
by: Mejari, Manas, et al.
Published: (2024)

Learning-based decentralized control with collision avoidance for multi-agent systems
by: Nieto, Omayra Yago, et al.
Published: (2025)

Kernel-based error bounds of bilinear Koopman surrogate models for nonlinear data-driven control
by: Strässer, Robin, et al.
Published: (2025)