The development of applied intelligent control systems and their implementation creates a large synergistic effect and, thereby, provides enterprises with significant commercial dividends. Any intelligent control system is a hardware and software complex that provides the most accurate recreation (emulation) of the decision-making procedure carried out by a person. The software and hardware of the system involves the convergence of various Artificial Intelligence tools, which allows to significantly expand the range of applied tasks related to the autonomous piloting of multicopters under active operation of counter-UAV systems and electronic warfare systems are considered.