Abstract: Model-free control does not require precise system dynamic information, but rather meets performance requirements by directly designing a control law. This method is particularly suitable ...

Abstract: This article introduces a learning-based model predictive control (MPC) framework that leverages Gaussian mixture models (GMMs) to address dynamic system uncertainties effectively. To ...