Publication:
A proposal for modeling cognitive ontogeny based on the brainin-spired generic framework for social-emotional intelligent actors

Файлы
W3169420890.pdf(573.19 KB)
Дата
2021
Авторы
Samsonovich, A. V.
Eidlin, A. A.
Journal Title
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Научные группы
Организационные подразделения
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Организационная единица
Институт интеллектуальных кибернетических систем
Цель ИИКС и стратегия развития - это подготовка кадров, способных противостоять современным угрозам и вызовам, обладающих знаниями и компетенциями в области кибернетики, информационной и финансовой безопасности для решения задач разработки базового программного обеспечения, повышения защищенности критически важных информационных систем и противодействия отмыванию денег, полученных преступным путем, и финансированию терроризма.
Выпуск журнала
Аннотация
Many approaches were proposed to model socially emotional behavior in virtual actors, such as intelligent tutors, creative assistants or team partners. They still lack the 'magic' of human-level cognition and emotionality: systems built for one paradigm appear uncanny outside of its boundary. Natural cognitive systems, on the other hand, can adapt to unexpected environments and paradigms. To capture the robustness of natural cognitive development, a new approach is proposed here that enables the formation of higher cognitive abilities in a model cognitive system, embedded in an unexpected environment. This is achieved on the basis of a naturally developing binding of innate constructs to channels of the interface and features of the environment. The eBICA cognitive architecture used as a basis for this study combines rational, cognitive and somatic factors. Its building blocks are moral schemas and semantic maps. Building our previous study of the eBICA cognitive architecture, the present work takes it to the new level. It is argued that the proposed approach is capable of explaining, based on a unified standpoint, a number of facts and mysteries associated with the human cognitive ontogeny and can provide a basis for the strong Artificial Intelligence. (C) 2021 The Authors. Published by Elsevier B.V.
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Цитирование
Samsonovich, A. V. A proposal for modeling cognitive ontogeny based on the brainin-spired generic framework for social-emotional intelligent actors / Samsonovich, AV, Eidlin, AA // Procedia Computer Science. - 2021. - 186. - P. 449-455. - 10.1016/j.procs.2021.04.165
URI
https://www.doi.org/10.1016/j.procs.2021.04.165
 https://www.scopus.com/record/display.uri?eid=2-s2.0-85112676384&origin=resultslist
 http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=Alerting&SrcApp=Alerting&DestApp=WOS_CPL&DestLinkType=FullRecord&UT=WOS:000681122800056
 https://openrepository.mephi.ru/handle/123456789/24584
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