Actor neural networks for the robust control of partially measured nonlinear systems showcased for image propagation through diffuse media

Nature Machine Intelligence ◽

10.1038/s42256-020-0199-9 ◽

2020 ◽

Vol 2 (7) ◽

pp. 403-410 ◽

Author(s):

Babak Rahmani ◽

Damien Loterie ◽

Eirini Kakkava ◽

Navid Borhani ◽

Uğur Teğin ◽

...

Keyword(s):

Neural Networks ◽

Robust Control ◽

Nonlinear Systems ◽

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Receding Horizon Robust Control for Nonlinear Systems Based on Linear Differential Inclusion of Neural Networks

Journal of Optimization Theory and Applications ◽

10.1007/s10957-013-0328-2 ◽

2013 ◽

Vol 160 (2) ◽

pp. 659-678 ◽

Author(s):

Choon Ki Ahn

Keyword(s):

Neural Networks ◽

Robust Control ◽

Nonlinear Systems ◽

Differential Inclusion ◽

Receding Horizon ◽

Linear Differential

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Stable robust control of nonlinear systems with neural networks

Proceedings of the 2000 American Control Conference. ACC (IEEE Cat. No.00CH36334) ◽

10.1109/acc.2000.879207 ◽

2000 ◽

Author(s):

Xiang Zhang ◽

Changyun Wen

Keyword(s):

Neural Networks ◽

Robust Control ◽

Nonlinear Systems

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Robust Control of Uncertain Nonlinear Systems Using Neural Networks

2019 16th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON) ◽

10.1109/ecti-con47248.2019.8955326 ◽

2019 ◽

Author(s):

Pornchai Khlaeo-om ◽

Thummaros Rugthum

Keyword(s):

Neural Networks ◽

Robust Control ◽

Nonlinear Systems ◽

Uncertain Nonlinear Systems

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Robust control of nonlinear systems using norm-bounded neural networks

Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94) ◽

10.1109/icnn.1994.374617 ◽

2002 ◽

Author(s):

E. Bass ◽

K.Y. Lee

Keyword(s):

Neural Networks ◽

Robust Control ◽

Nonlinear Systems

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Robust Control of a Class of Nonlinear Systems in Presence of Uncertain Time-Varying Parameters Associated with Diagonal Terms via Output Feedback

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1587/transfun.2020eap1005 ◽

2021 ◽

Vol E104.A (1) ◽

pp. 263-274

Author(s):

Sang-Young OH ◽

Ho-Lim CHOI

Keyword(s):

Robust Control ◽

Nonlinear Systems ◽

Output Feedback ◽

Time Varying ◽

Varying Parameters ◽

Time Varying Parameters ◽

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Design of observers for continuous-time nonlinear systems using neural networks

Proceedings of the 2004 American Control Conference ◽

10.23919/acc.2004.1383829 ◽

2004 ◽

Author(s):

A. Alessandri ◽

C. Cervellera ◽

A.F. Grassia ◽

M. Sanguineti

Keyword(s):

Neural Networks ◽

Nonlinear Systems ◽

Continuous Time

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Robustness and Perturbation Analysis of a Class of Nonlinear Systems with Applications to Neural Networks

1993 American Control Conference ◽

10.23919/acc.1993.4793432 ◽

1993 ◽

Author(s):

Kaining Wang ◽

Anthony N. Michel

Keyword(s):

Neural Networks ◽

Nonlinear Systems ◽

Perturbation Analysis

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Adaptive Neural Networks Control for Markov Jump Nonlinear Systems with Nonstrict-Feedback Form and Uncertain Transition Rate

2020 39th Chinese Control Conference (CCC) ◽

10.23919/ccc50068.2020.9189547 ◽

2020 ◽

Author(s):

Boqiang Cao ◽

Xiaobing Nie

Keyword(s):

Neural Networks ◽

Nonlinear Systems ◽

Transition Rate ◽

Markov Jump ◽

Feedback Form ◽

Adaptive Neural Networks

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Passivity feedback equivalence of nonlinear systems via neural networks approximation

1999 European Control Conference (ECC) ◽

10.23919/ecc.1999.7099737 ◽

1999 ◽

Author(s):

R. Castro-Linares ◽

Wen Yu ◽

A. S. Poznyak

Keyword(s):

Neural Networks ◽

Nonlinear Systems ◽

Feedback Equivalence

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Event-triggered adaptive output-feedback neural-networks control for saturated strict-feedback nonlinear systems in the presence of external disturbance

Nonlinear Dynamics ◽

10.1007/s11071-021-06351-0 ◽

2021 ◽

Author(s):

Nassira Zerari ◽

Mohamed Chemachema

Keyword(s):

Neural Networks ◽

Nonlinear Systems ◽

Output Feedback ◽

External Disturbance ◽

Feedback Neural Networks ◽

Event Triggered ◽

Strict Feedback

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