Abstract-Following paper is focused on the computational intelligence applied in cognitive supervision of the web connected multi-robotic system. the cognitive model of the implementation of the cognitive model of human- operator is shown. the computational intelligence algorithms' usage in cognitive supervision is describe, therefore the implementation of the classification and regression methods are presented. the development of the system componets using compute unified device architecture (CUDA) is shown, therefore the increased performance is proven.