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Differentiable Predictive Control: An MPC Alternative for Unknown Nonlinear Systems using Constrained Deep Learning.

J. Drgona, K. Kis, A. Tuor, D. Vrabie, and M. Klauco. CoRR, (2020)

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Gheorghe Vrabie

L Solymosi

L Bräuer

L Müller

L Ruess

Other publications of authors with the same name

Data-driven Stabilization of Discrete-time Control-affine Nonlinear Systems: A Koopman Operator Approach.S. Sinha, S. Nandanoori, J. Drgona, and D. Vrabie. ECC, page 552-559. IEEE, (2022)Learning and Information Manipulation: Repeated Hypergames for Cyber-Physical Security.C. Bakker, A. Bhattacharya, S. Chatterjee, and D. Vrabie. IEEE Control. Syst. Lett., 4 (2): 295-300 (2020)Online policy iteration based algorithms to solve the continuous-time infinite horizon optimal control problem.K. Vamvoudakis, D. Vrabie, and F. Lewis. ADPRL, page 36-41. IEEE, (2009)Domain-aware Control-oriented Neural Models for Autonomous Underwater Vehicles.W. Shaw-Cortez, S. Vasisht, A. Tuor, J. Drgona, and D. Vrabie. CoRR, (2022)Constrained Physics-Informed Deep Learning for Stable System Identification and Control of Unknown Linear Systems.J. Drgona, A. Tuor, and D. Vrabie. CoRR, (2020)Deep Learning Explicit Differentiable Predictive Control Laws for Buildings.J. Drgona, A. Tuor, S. Vasisht, E. Skomski, and D. Vrabie. CoRR, (2021)Physics-Informed Machine Learning for Modeling and Control of Dynamical Systems.T. Nghiem, J. Drgona, C. Jones, Z. Nagy, R. Schwan, B. Dey, A. Chakrabarty, S. Cairano, J. Paulson, A. Carron and 3 other author(s). ACC, page 3735-3750. IEEE, (2023)Generative Adversarial Network based Autoencoder: Application to Fault Detection Problem for Closed Loop Dynamical Systems.I. Chakraborty, R. Chakraborty, and D. Vrabie. DX@Safeprocess, volume 2289 of CEUR Workshop Proceedings, CEUR-WS.org, (2018)Online adaptive learning of optimal control solutions using integral reinforcement learning.K. Vamvoudakis, D. Vrabie, and F. Lewis. ADPRL, page 250-257. IEEE, (2011)Generalized Policy Iteration for continuous-time systems.D. Vrabie, and F. Lewis. IJCNN, page 3224-3231. IEEE Computer Society, (2009)

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Disambiguation of "Vrabie, Draguna L."

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Differentiable Predictive Control: An MPC Alternative for Unknown Nonlinear Systems using Constrained Deep Learning.

Please choose a person to relate this publication to

Gheorghe Vrabie

L Solymosi

L Bräuer

L Müller

L Ruess

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Vrabie, Draguna L."

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Differentiable Predictive Control: An MPC Alternative for Unknown Nonlinear Systems using Constrained Deep Learning.

Please choose a person to relate this publication to

Gheorghe Vrabie

L Solymosi

L Bräuer

L Müller

L Ruess

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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Differentiable Predictive Control: An MPC Alternative for Unknown Nonlinear Systems using Constrained Deep Learning.