Radial basis function neural networks for optimal control with model reduction and transfer learning

A Zhao, S Xing, X Wang, JQ Sun - Engineering Applications of Artificial …, 2024 - Elsevier
This paper proposes a method to compute the solutions of linear optimal control expressed
in terms of the radial basis function neural networks with Gaussian activation functions for …

Robustness improvement of optimal control in terms of RBFNN with empirical model reduction and transfer learning

A Zhao, A Toudeshki, R Ehsani, JH Viers… - International Journal of …, 2024 - Taylor & Francis
This paper proposes a method to compute solutions of optimal controls for dynamic systems
in terms of radial basis function neural networks (RBFNN) with Gaussian neurons. The …

[图书][B] Optimal Control with Model Reduction and Machine Learning

A Zhao - 2023 - search.proquest.com
Different challenges exist in the area of control, including but not limited to the high
computational cost, model uncertainty, disturbances, nonlinearity, multi-objective …