{"id":10303,"date":"2026-04-06T16:51:51","date_gmt":"2026-04-06T15:51:51","guid":{"rendered":"https:\/\/izvestiyakbncran.ru\/?page_id=10303"},"modified":"2026-04-10T08:04:32","modified_gmt":"2026-04-10T07:04:32","slug":"25-6-14-en","status":"publish","type":"page","link":"https:\/\/izvestiyakbncran.ru\/index.php\/en\/25-6-14-en\/","title":{"rendered":"25.6.14 En"},"content":{"rendered":"\n<h1 class=\"wp-block-heading has-lora-font-family\" style=\"font-size:22px\"><strong>Cooperative interaction of participants in a heterogeneous team of autonomous agents using neurocognitive models of coordinated behavior<\/strong><\/h1>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-6491120cbe89526c84a5efee472990e1\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\"><strong>K.Ch. Bzhikhatlov, I.A. Pshenokova, O.V. Nagoeva<\/strong><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-76d872b1ed04637375c879992e56e0bb\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\"><strong><br><\/strong><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-86b70c892ee51d64e6bf0730e3274f25\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\"><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\" style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:var(--wp--preset--spacing--20)\"\/>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-d3328a80 wp-block-group-is-layout-flex\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--20);padding-bottom:var(--wp--preset--spacing--20)\">\n<p class=\"has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-fa99f84d8051eb763ab85c3007cdb1c2\" style=\"color:#5b1919;text-decoration:underline\"><strong><strong>Upload the full text<\/strong><\/strong><\/p>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-9151b400 wp-block-group-is-layout-flex\" style=\"min-height:0px;margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\">\n<div class=\"wp-block-buttons is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-15bf754d wp-block-buttons-is-layout-flex\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link has-background-background-color has-text-color has-background has-link-color has-border-color has-small-font-size has-custom-font-size wp-element-button\" href=\"http:\/\/izvestiyakbncran.ru\/wp-content\/uploads\/2026\/04\/14-bzhi-2.pdf\" style=\"border-color:#5b1919;border-style:solid;border-width:2px;border-radius:8px;color:#5b1919;padding-top:0.4rem;padding-right:var(--wp--preset--spacing--40);padding-bottom:0.4rem;padding-left:var(--wp--preset--spacing--40)\">PDF<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:0px;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-273e683f\"><\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-cf7f2c916cf0665a02df241c8f2f5e03\" style=\"line-height:1.4\"><em><strong><strong>Abstract<\/strong>:<\/strong> <\/em>The concept and algorithm of operation of a system of cooperative interaction of a heterogeneous team of autonomous agents based on a multi-agent neurocognitive architecture are presented in the article. The article also describes the process of forming a general graph of a problem situation in the process of planning the implementation of a collective mission received by a humanmachine team. Such a system is necessary to implement coordinated, goal-oriented behavior of heterogeneous human-machine teams. The relevance of the study is determined by the need to develop an algorithm for cooperative interaction between participants in a heterogeneous team of autonomous agents for the development of the theory and practice of creating intelligent decision-making and control systems based on multi-agent neurocognitive architectures.<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-df03325adc83c022634de6b79d43432f\" style=\"line-height:1.4\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-d2fc03eff9f3b8635f3cbaa44030a7c8\" style=\"line-height:1.4\"><strong><em><strong>Keywords<\/strong>:<\/em><\/strong> multi-agent neurocognitive architectures, multi-agent systems, autonomous agent, collaborative robotics<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-df03325adc83c022634de6b79d43432f\" style=\"line-height:1.4\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-3a678fa4f03a7e811f192ded8e44bcdf\" style=\"font-size:12px;line-height:1.4\"><strong><strong>For citation<\/strong>.<\/strong> Bzhikhatlov K.Ch., Pshenokova I.A., Nagoeva O.V. Cooperative interaction of participants in a heterogeneous team of autonomous agents using neurocognitive models of coordinated behavior. <em>News of the KabardinoBalkarian Scientific Center of RAS<\/em>. 2023. No. 6(116). Pp. 132\u2013141. DOI: 10.35330\/1991-6639-2023-6-116-132-141<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-17c3333a0b1db39b7fa4a3e1a1572bc4\" style=\"font-size:12px;line-height:1.4\"><\/p>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-d1cd9dfa2e8f575fa835640646837fb6 is-layout-flow wp-container-core-details-is-layout-0ab540ad wp-block-details-is-layout-flow\" style=\"font-style:normal;font-weight:700;line-height:1.5\"><summary><strong>R<\/strong>eferences<\/summary>\n<ol style=\"margin-top:0;margin-bottom:0\" class=\"wp-block-list\">\n<li style=\"font-style:normal;font-weight:400\">Russell S., Norvig P.<em> Iskusstvennyy intellekt: sovremennyy podkhod<\/em> [Artificial Intelligence: A Modern Approach]. 2nd ed. Moscow: Vil&#8217;yams, 2007. 1424 p. ISBN 0-13-790395-2. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Bzhikhatlov K.Ch., Kankulov S.A., Malyshev D.A. et al. <em>Interaktivnoye formirovaniye prostranstvennykh ontologiy avtonomnogo robota na osnove neyrokognitivnykh modeley semantiki<\/em> [Interactive formation of spatial ontologies of an autonomous robot based on neurocognitive models of semantics]. <em>Materialy XVI Vserossijskoj nauchno-prakticheskoj konferencii i XII molodezhnoj shkoly-seminara \u00abPerspektivnye sistemy i zadachi upravleniya\u00bb <\/em>[Materials of the XVI All-Russian Scientific and Practical Conference and the XII Youth School-Seminar \u201cAdvanced Systems and Management Problems\u201d]. Rostov-na-Donu, 2021. Pp. 147\u2013154. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Nagoev Z. V., Pshenokova I. A., Nagoeva O. V. Automatic reconstruction of the nature of users\u2019 temperament based on multi-agent training of neurocognitive models of the conscious and subconscious according to data on user behavior on the Internet. <em>News of the KabardinoBalkarian Scientific Center of RAS<\/em>. 2023. 2021. No. 6(104). Pp. 66\u201377. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Nagoev Z.V., Sundukov Z.A., Pshenokova I.A., Denisenko V.A. CAD architecture of distributed artificial intelligence based on self-organizing neurocognitive architectures. <em>News of the Kabardino-Balkarian Scientific Center of RAS<\/em>. 2020. No. 2(94). Pp. 40\u201347. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Kulinich A.A. Decision support model for the formation of coalitions in conditions of uncertainty. <em>Iskusstvennyy intellekt i prinyatiye resheniy <\/em>[Artificial intelligence and decision making]. 2012. No. 2. Pp. 95\u2013106. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Nagoev Z.V. <em>Intellektika, ili Myshleniye v zhivykh i iskusstvennykh sistemakh<\/em> [Intelligence, or thinking in living and artificial systems]. Nalchik: Izdatel&#8217;stvo KBNTS RAN, 2013. 232 p. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Gorodetskii V.I., Karsayev O.V., Samoylov V.V., Serebryakov S.V. Applied multiagent systems of group control. <em>Scientific and Technical Information Processing<\/em>. 2010. Vol. 37. No. 5. Pp. 301\u2013317.<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Awni Hannun. The Role of Evolution in Machine Intelligence. 2021.<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Nagoev Z., Pshenokova I., Nagoeva O., Sundukov Z. Learning algorithm for an intelligent decision making system based on multi-agent neurocognitive architectures. <em>Cognitive Systems Research<\/em>. 2021. Vol. 66. Pp. 82\u201388.<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Nagoev Z.V., Nagoeva O.V. <em>Obosnovaniye simvolov i mul&#8217;tiagentnyye neyrokognitivnyye modeli semantiki yestestvennogo yazyka <\/em>[Justification of symbols and multi-agent neurocognitive models of natural language semantics]. Nalchik: Izdatel&#8217;stvo KBNTS RAN, 150 p. (In Russian)<\/li>\n<\/ol>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-c87066d1ca9cae51ff85156c748e4e71 is-layout-flow wp-container-core-details-is-layout-5dafc681 wp-block-details-is-layout-flow\" style=\"font-style:normal;font-weight:700;line-height:1.5\"><summary><strong>Information about the authors<\/strong><\/summary>\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-b291ae12 wp-block-group-is-layout-flex\" style=\"min-height:0px;margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--20);padding-right:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--20);padding-left:var(--wp--preset--spacing--40)\">\n<p style=\"font-style:normal;font-weight:400\"><strong>Bzhikhatlov Kantemir Chamalovich<\/strong>, Candidate of Physical and Mathematical Sciences, Head of the Laboratory \u201cNeurocognitive Autonomous Intelligent Systems\u201d, Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences;<br>360002, Russia, Nalchik, 2 Balkarov street;<br>haosit13@mail.ru, ORCID: https:\/\/orcid.org\/0000-0003-0924-0193<br><strong>Pshenokova Inna Auesovna<\/strong>, Candidate of Physical and Mathematical Sciences, Head of the Laboratory \u201cIntelligent Living Environments\u201d, Institute of Computer Science and Problems of Regional Management \u2013 branch of Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences;<br>360000, Russia, Nalchik, 37-a I. Armand street;<br>pshenokova_inna@mail.ru, ORCID: https:\/\/orcid.org\/0000-0003-3394-7682<br><strong>Nagoeva Olga Vladimirovna<\/strong>, Researcher of the Department \u201cMultiagent Systems\u201d, Institute of Computer Science and Problems of Regional Management \u2013 branch of Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences;<br>360000, Russia, Nalchik, 37-a I. Armand street;<br>nagoeva_o@mail.ru, ORCID: https:\/\/orcid.org\/0000-0003-2341-7960<\/p>\n\n\n\n<p style=\"font-style:normal;font-weight:400\"><\/p>\n\n\n\n<p style=\"font-style:normal;font-weight:400\"><\/p>\n\n\n\n<p style=\"font-style:normal;font-weight:400\"><\/p>\n\n\n\n<p style=\"font-style:normal;font-weight:400\"><\/p>\n\n\n\n<p style=\"font-style:normal;font-weight:400\"><\/p>\n\n\n\n<p style=\"font-style:normal;font-weight:400\"><\/p>\n\n\n\n<p style=\"font-style:normal;font-weight:400\"><\/p>\n<\/div>\n<\/details>\n","protected":false},"excerpt":{"rendered":"<p>Cooperative interaction of participants in a heterogeneous team of autonomous agents using neurocognitive models of coordinated behavior K.Ch. Bzhikhatlov, I.A. Pshenokova, O.V. Nagoeva Upload the full text Abstract: The concept and algorithm of operation of a system of cooperative interaction of a heterogeneous team of autonomous agents based on a multi-agent neurocognitive architecture are presented [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"wp-custom-template-home","meta":{"footnotes":""},"class_list":["post-10303","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>25.6.14 En - \u0418\u0417\u0412\u0415\u0421\u0422\u0418\u042f \u041a\u0410\u0411\u0410\u0420\u0414\u0418\u041d\u041e-\u0411\u0410\u041b\u041a\u0410\u0420\u0421\u041a\u041e\u0413\u041e \u041d\u0410\u0423\u0427\u041d\u041e\u0413\u041e \u0426\u0415\u041d\u0422\u0420\u0410 \u0420\u0410\u041d\u00bb<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/izvestiyakbncran.ru\/index.php\/en\/25-6-14-en\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"25.6.14 En - \u0418\u0417\u0412\u0415\u0421\u0422\u0418\u042f \u041a\u0410\u0411\u0410\u0420\u0414\u0418\u041d\u041e-\u0411\u0410\u041b\u041a\u0410\u0420\u0421\u041a\u041e\u0413\u041e \u041d\u0410\u0423\u0427\u041d\u041e\u0413\u041e \u0426\u0415\u041d\u0422\u0420\u0410 \u0420\u0410\u041d\u00bb\" \/>\n<meta property=\"og:description\" content=\"Cooperative interaction of participants in a heterogeneous team of autonomous agents using neurocognitive models of coordinated behavior K.Ch. 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Bzhikhatlov, I.A. Pshenokova, O.V. 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