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On the Universal Transformation of Data-Driven Models to Control Systems
9 February 2021
Sebastian Peitz
Katharina Bieker
AI4CE
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Papers citing
"On the Universal Transformation of Data-Driven Models to Control Systems"
4 / 4 papers shown
Latent feedback control of distributed systems in multiple scenarios through deep learning-based reduced order models
Matteo Tomasetto
Francesco Braghin
Andrea Manzoni
OffRL
AI4CE
383
1
0
13 Dec 2024
Real-time optimal control of high-dimensional parametrized systems by deep learning-based reduced order models
Computer Methods in Applied Mechanics and Engineering (CMAME), 2024
Matteo Tomasetto
Andrea Manzoni
Francesco Braghin
AI4CE
290
7
0
09 Sep 2024
Learning a model is paramount for sample efficiency in reinforcement learning control of PDEs
Stefan Werner
Sebastian Peitz
387
10
0
14 Feb 2023
Using Echo State Networks to Approximate Value Functions for Control
Allen G. Hart
Kevin R. Olding
Alexander M. G. Cox
Olga Isupova
Jonathan H.P Dawes
204
0
0
11 Feb 2021
1
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