Kernel-Based Hamilton–Jacobi Equations for Data-Driven Optimal and H-Infinity Control

This paper presents a data-driven method for designing optimal controllers and robust controllers for unknown nonlinear systems. Mathematical models for the realization of the control are difficult to develop owing to a lack of knowledge regarding such systems. The proposed multidisciplinary method,...

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Bibliographic Details
Main Authors: Yuji Ito, Kenji Fujimoto, Yukihiro Tadokoro
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9141255/