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JOURNALS // Informatsionnye Tekhnologii i Vychslitel'nye Sistemy // Archive

Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2020 Issue 2, Pages 21–37 (Mi itvs407)

This article is cited in 1 paper

MATHEMATICAL FOUNDATIONS OF INFORMATION TECHNOLOGY

Intelligent behavior planning system for a coalition of robotic agents with STRL architecture

G. A. Kiselev

The Institute of Problems of Artificial Intelligence of the Federal State Institution "Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences" Moscow, Russia

Abstract: This work is devoted to the issues of software implementation of the STRL architecture of a cognitive agent for a group of robotic platforms. The problem of the synthesis of coalitional and individual spatial plans of agent behavior is considered. The results of the adaptation of the methods of the theory of the sign world model when constructing hierarchical control systems based on the mobile platform MP-RM Zarnica are presented. A number of experiments were conducted to build joint coalition plans, including actions for moving in space and for manipulating objects.

Keywords: cognitive agents, hierarchical planning, geometric planning, pseudophysical logics, sign approach, coalitions of agents, robotics.

DOI: 10.14357/20718632200203



© Steklov Math. Inst. of RAS, 2024