68214

Автор(ы): 

Автор(ов): 

2

Параметры публикации

Тип публикации: 

Статья в журнале/сборнике

Название: 

Irrational behavioral strategies for a swarm of mini-robots

ISBN/ISSN: 

1811-9905; 2542-2251

DOI: 

10.21638/11701/spbu10.2021.410

Наименование источника: 

  • Vestnik Sankt-Peterburgskogo Universiteta, Prikladnaya Matematika, Informatika, Protsessy Upravleniya

Обозначение и номер тома: 

Т. 17, вып. 4

Город: 

  • Санкт-Петербург

Издательство: 

  • СпБГУ

Год издания: 

2021

Страницы: 

419-432
Аннотация
When constructing control strategies for intelligent objects, the standard approach is to assume the rationality of their behavior. In some applications, however, a control object solves a collective problem within a group of other objects and, due to collective obligations, can or should act irrationally. This scenario becomes especially relevant when a group of different-type robotic means carries out a collective mission in an opposing environment under semi-autonomous or autonomous group control. This paper proposes an algorithm for forming a space-time structure of a swarm of mini-robots that is irrational for an external observer. A group of robots is treated as a multi-agent system in which each agent is trained in the paradigm of collective behavior and motion within a swarm. The irrational behavior of robots is defined, and the conditions for switching from rational behavior to irrational one are considered. The approach is illustrated by an example of constructing special swarm formations consisting of several dozens of mini-robots (up to two hundred), the sizes of which are commensurate with the distance between them, carrying out a collective mission under an external observer opposing them. As shown below, such irrational formations can be created using a special modification of the Reynolds swarm algorithm.

Библиографическая ссылка: 

Абросимов В.К., Мазуров А.Ю. Irrational behavioral strategies for a swarm of mini-robots // Vestnik Sankt-Peterburgskogo Universiteta, Prikladnaya Matematika, Informatika, Protsessy Upravleniya. 2021. Т. 17, вып. 4. С. 419-432.