Lennart Ljung

Professor Emeritus

Linköping University

Sweden

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Professor Emeritus Lennart Ljung is affiliated with Linköping University in Sweden. His research interests encompass system identification, model-free reinforcement learning, and dynamic network reconstruction. Recent publications include works on empirical Bayes hyperparameter estimators and constrained subspace methods for structured state-space models.

Articles (6)

Year:

2023

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2023

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2021

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2020

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2020

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2020

Collaborators (3)

Fredrik Gustafsson

SWEDEN

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Qinghua Zhang

Inria Centre de Recherche Rennes Bretagne Atlantique

FRANCE

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Adrian Wills

Newcastle University

AUSTRALIA

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Lennart Ljung

Research Interests

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Contact this professor

About

Articles (6)

Linear Quadratic Control Using Model-Free Reinforcement Learning

Asymptotic Theory for Regularized System Identification Part I: Empirical Bayes Hyper-Parameter Estimator

System Aliasing in Dynamic Network Reconstruction:Issues on Low Sampling Frequencies

Constrained Subspace Method for the Identification of Structured State-Space Models (COSMOS)

On Local LTI Model Coherence for LPV Interpolation

A shift in paradigm for system identification

Collaborators (3)

Fredrik Gustafsson

Qinghua Zhang

Adrian Wills

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