ISSN 2071-8594

Russian academy of sciences


Gennady Osipov

A.A. Kulinich Model of command behavior of agents in a qualitative semiotic environment Part 2.Models and algorithms for the formation and operation of agents’ teams


An algorithm for constructing a qualitative semiotic environment for a group of agents is proposed, which consists in determining the subspaces of the states of the dynamic system "robot group - environment" in
the form of a qualitative conceptual framework of this environment. An algorithm for symbolizing the classes of states of a conceptual framework is proposed. In terms of a qualitative semiotic environment, a mathematical model of the agent with BDI architecture is proposed. The conditions for the formation and functioning of agents with BDI architecture in this environment are formulated.


multiagent system, agent, functioning environment, symbolization, qualitative semiotic environment.

PP. 29-40.


1. Kulinich A.A. Model' komandnogo povedeniya agentov v kachestvennoy semioticheskoy srede. Chast 1. Kachestvennaya sreda funktsionirovaniya. Osnovnyye opredeleniya i postanovka zadachi [Model of command behavior of agents in a qualitative semiotic environment. Part 1. Qualitative environment of functioning. Basic definitions and statement of the problem]// Iskusstvennyy intellekt i prinyatiye resheniy [Artificial intelligence and decision making]. 2017. № 3. C. 95-105.
2. Kalyayev I.A., Gayduk A.R., Kapustyan S.G. Modeli i algoritmy kollektivnogo upravleniya v gruppakh robotov [Models and algorithms of collective control in groups of robots] / M .: FIZMATLIT, 2009. 279 p.
3. Kulinich A.A. Kontseptual'nyye karkasy ontologiy slabo strukturirovannykh predmetnykh oblastey [Conceptual frameworks of ontologies of Ill-structured subject domains] // Iskusstvennyy intellekt i prinyatiye resheniy [Artificial intelligence and decision making]. 2014. № 4. S. 31-41.
4. Grosz B., Kraus S. Collaborative Plans for Complex Group Actions // Artificial Intelligence. – 1996. – №86. – P. 269–358.
5. Conte R., Edmonds B., Moss S. and etc. Sociology and Social Theory in Agent Based Social Simulation // A Symposium: Computational and Mathematical Organization Theory. – 2001. – Vol. 7, №3. – P. 183–205.
6. Kulinich A. A. Model' komandnogo povedeniya (robotov): kognitivnyy podkhod [Model of command behavior of agents (robots): a cognitive approach] // Upravleniye bol'shimi sistemami. Vypusk 51 [Large-scale Systems Control. Issue 51]. M .: IPU RAN, 2014. S.174-196.