System analysis, management and information processing
Multi-agent neurocognitive algorithm for controlling the reference
of speech events of communication of a general artificial intelligence agent
in a situation of synchronous multiple dialogues
Abstract:
Basic principles, models and algorithms for controlling the reference of speech messages have
been developed based on the creation of a two-circuit model of multi-agent neurocognitive architecture –
a superintellecton, which implements the interaction of the subconscious intellecton and the conscious
intellecton. Requirements for ontologies of a general artificial intelligence agent, the conditions for their
formation, and the functional units of neurocognitive architectures necessary for their effective
formation in the training mode are outlined. The results obtained can be used to create speech
recognition and understanding systems that are operational when used in noisy environments and
situations of multiple synchronous dialogues to improve the quality of recognition using an understanding
of the context of situations.
Keywords:artificial general intelligence, multi-agent systems, neurocognitive architectures, speechrecognition, speech understanding
Citation:
Z. V. Nagoev, O. V. Nagoeva, D. G. Makoeva, I. A. Gurtueva, “Multi-agent neurocognitive algorithm for controlling the reference
of speech events of communication of a general artificial intelligence agent
in a situation of synchronous multiple dialogues”, News of the Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences, 2023, no. 6, 193–209
\Bibitem{NagNagMak23}
\by Z.~V.~Nagoev, O.~V.~Nagoeva, D.~G.~Makoeva, I.~A.~Gurtueva
\paper Multi-agent neurocognitive algorithm for controlling the reference
of speech events of communication of a general artificial intelligence agent
in a situation of synchronous multiple dialogues
\jour News of the Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences
\yr 2023
\issue 6
\pages 193--209
\mathnet{http://mi.mathnet.ru/izkab734}
\crossref{https://doi.org/10.35330/1991-6639-2023-6-116-193-209}
\elib{https://elibrary.ru/item.asp?id=https://www.elibrary.ru/item.asp?id=58804979}
\edn{https://elibrary.ru/RXSQVI}