Výsledky vyhledávání - "function approximation errors"

Accelerated Gradient Approach For Neural Network Adaptive Control Of Nonlinear Systems Autor Le, Duc M., Patil, Omkar Sudhir, Nino, Cristian F., Dixon, Warren E.

“…). In this paper, a new NN-based accelerated gradient adaptive controller is developed to achieve trajectory tracking in general nonlinear systems subject to unstructured uncertainties that do not…”
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Deep and Accelerated Learning in Adaptive Control: A Lyapunov-Based Approach Autor Le, Duc Minh

“…Adaptive control has become a prevalent technique used to achieve a control objective, such as trajectory tracking, in nonlinear systems subject to model uncertainties…”
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Implicit and Deep Learning-Based Control Methods for Uncertain Nonlinear Systems Autor Patil, Omkar Sudhir

“…Many practical engineering systems exhibit nonlinear behaviors that make it difficult to predict the output response for a given input. One approach to…”
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