• Development of principles for building distributed solutions based on neural network models that support a given level of QoS for industrial applications (including for unmanned vehicles, flexible production, logistics and monitoring systems, etc.). • Development of methods for constructing intelligent agents of a high degree of autonomy, capable of solving problems in groups.