Tianyu Zhai

Surrogate‐Assisted Nonlinear Model Predictive Control for a Lambda Robot

ABSTRACT This work presents a nonlinear model predictive control (NMPC) framework for a lambda‐shaped parallel robot that incorporates data‐driven surrogates to facilitate control design. An inverse surrogate model is used to provide an efficient initialization of the control inp...