Friedrich Solowjow
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Event-triggered Learning for Resource-efficient Networked Control
F Solowjow, D Baumann, J Garcke, S Trimpe
2018 American Control Conference (ACC), 6506 -- 6512, 2018
Event-triggered learning
F Solowjow, S Trimpe
Automatica 117, 109009, 2020
Actively learning Gaussian process dynamics
M Buisson-Fenet, F Solowjow, S Trimpe
Learning for Dynamics and Control, 5-15, 2020
Event-triggered pulse control with model learning (if necessary)
D Baurnann, F Solowjow, KH Johansson, S Trimpe
2019 American Control Conference (ACC), 792-797, 2019
Efficient Encoding of Dynamical Systems through Local Approximations
F Solowjow, A Mehrjou, B Schölkopf, S Trimpe
2018 IEEE Conference on Decision and Control (CDC), 6073-6079, 2018
Overcoming bandwidth limitations in wireless sensor networks by exploitation of cyclic signal patterns: An event-triggered learning approach
J Beuchert, F Solowjow, S Trimpe, T Seel
Sensors 20 (1), 260, 2020
Hierarchical event-triggered learning for cyclically excited systems with application to wireless sensor networks
J Beuchert, F Solowjow, J Raisch, S Trimpe, T Seel
IEEE Control Systems Letters 4 (1), 103-108, 2019
Identifying causal structure in dynamical systems
D Baumann, F Solowjow, KH Johansson, S Trimpe
arXiv preprint arXiv:2006.03906, 2020
Event-triggered learning for linear quadratic control
H Schluter, F Solowjow, S Trimpe
IEEE Transactions on Automatic Control, 2020
A local information criterion for dynamical systems
A Mehrjou, F Solowjow, S Trimpe, B Schölkopf
arXiv preprint arXiv:1805.10615, 2018
A Kernel Two-sample Test for Dynamical Systems
F Solowjow, D Baumann, C Fiedler, A Jocham, T Seel, S Trimpe
arXiv preprint arXiv:2004.11098, 2020
Controlling Heterogeneous Stochastic Growth Processes on Lattices with Limited Resources
RN Haksar, F Solowjow, S Trimpe, M Schwager
2019 IEEE 58th Conference on Decision and Control (CDC), 1315-1322, 2019
Actively Learning Dynamical Systems with Gaussian Processes
M Buisson-Fenet, F Solowjow, S Trimpe
Mines ParisTech, 2019
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