Model of command behavior of agents in a qualitative semiotic environment. Part 1. Qualitative functioning environment. Basic definitions and statement of the problem
Abstract:
The mathematical model of formation and functioning of the team of artificial intelligence agents with BDI architecture in a qualitative semiotic (sign) environment of functioning is considered in the work. As the basis of the mathematical model of the environment of functioning, the model of the multi-agent dynamic system “Group of robots-Environment” was chosen. A method for structuring the environment of functioning in the form of a partially ordered set of embedded subspaces of the state space of a dynamical system and a method for symbolizing the classes of states by symbol names that define these classes are proposed. Such a structure is defined as a qualitative conceptual framework of the environment and is called the semiotic environment of functioning. In terms of a qualitative semiotic functioning environment, a mathematical model of an intelligent agent with a BDI architecture is proposed, and the conditions for the formation and functioning of teams of intelligent agents in this environment are formulated.