The article is devoted to research in the field of behavior models of autonomous mobile systems. A certain abstract discrete control system is considered, which, on the basis of its actions and reactions to these actions of the environment, chooses the optimal strategy of behavior. The models of behavior of autonomous mobile systems are based on fundamental work in the field of expedient behavior of finite state machines.