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A Crash Course on Reinforcement Learning

Mar 08, 2021
Farnaz Adib Yaghmaie, Lennart Ljung


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Deep State Space Models for Nonlinear System Identification

Mar 31, 2020
Daniel Gedon, Niklas Wahlström, Thomas B. Schön, Lennart Ljung

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Maximum Entropy Kernels for System Identification

Jan 15, 2016
Francesca Paola Carli, Tianshi Chen, Lennart Ljung

* Extends results of 2014 IEEE MSC Conference Proceedings (arXiv:1406.5706) 

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Regularized linear system identification using atomic, nuclear and kernel-based norms: the role of the stability constraint

Jul 02, 2015
Gianluigi Pillonetto, Tianshi Chen, Alessandro Chiuso, Giuseppe De Nicolao, Lennart Ljung

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Scalable Anomaly Detection in Large Homogenous Populations

Sep 20, 2013
Henrik Ohlsson, Tianshi Chen, Sina Khoshfetrat Pakazad, Lennart Ljung, S. Shankar Sastry

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