Annotation: Optimal methods of control of complex technical objects using a predictive model are considered. A structural and functional scheme for the implementation of automatic optimal stabilization of a given motion of autonomous robotic underwater based on the original methods of parametric identification of predictive models and modal synthesis of optimal regulators on separate forecast horizons is proposed.