{"id":1151,"date":"2026-10-17T14:26:46","date_gmt":"2026-10-17T14:26:46","guid":{"rendered":"https:\/\/bdsweb.eu\/?page_id=1151"},"modified":"2026-10-20T19:09:53","modified_gmt":"2026-10-20T19:09:53","slug":"aiman-lab","status":"publish","type":"page","link":"https:\/\/bdsweb.eu\/index.php\/aiman-lab\/","title":{"rendered":"AI*MAN Lab"},"content":{"rendered":"\n<div class=\"ct-search-box\">\n\t\n\n<form role=\"search\" method=\"get\" class=\"ct-search-form\" data-form-controls=\"inside\" data-taxonomy-filter=\"false\" data-submit-button=\"minimal:icon\" style=\"\" action=\"https:\/\/bdsweb.eu\/\" >\n\n\t<div class=\"ct-search-form-inner ct-pseudo-input\" >\n\t\t\n\t\t\t<input\n\t\t\t\ttype=\"search\" \t\t\t\tplaceholder=\"Search\"\n\t\t\t\tvalue=\"\"\n\t\t\t\tname=\"s\"\n\t\t\t\tautocomplete=\"off\"\n\t\t\t\ttitle=\"Search for...\"\n\t\t\t\taria-label=\"Search for...\"\n\t\t\t\t\t\t\t\t\t\t\t>\n\n\t\t\t\n\t\t\n\t\t<button type=\"submit\" class=\"wp-element-button\" aria-label=\"Search button\">\n\t\t\t<svg class=\"ct-icon ct-search-button-content\" aria-hidden=\"true\" width=\"15\" height=\"15\" viewBox=\"0 0 15 15\"><path d=\"M14.8,13.7L12,11c0.9-1.2,1.5-2.6,1.5-4.2c0-3.7-3-6.8-6.8-6.8S0,3,0,6.8s3,6.8,6.8,6.8c1.6,0,3.1-0.6,4.2-1.5l2.8,2.8c0.1,0.1,0.3,0.2,0.5,0.2s0.4-0.1,0.5-0.2C15.1,14.5,15.1,14,14.8,13.7z M1.5,6.8c0-2.9,2.4-5.2,5.2-5.2S12,3.9,12,6.8S9.6,12,6.8,12S1.5,9.6,1.5,6.8z\"\/><\/svg>\n\t\t\t<span class=\"ct-ajax-loader\">\n\t\t\t\t<svg viewBox=\"0 0 24 24\">\n\t\t\t\t\t<circle cx=\"12\" cy=\"12\" r=\"10\" opacity=\"0.2\" fill=\"none\" stroke=\"currentColor\" stroke-miterlimit=\"10\" stroke-width=\"2\"\/>\n\n\t\t\t\t\t<path d=\"m12,2c5.52,0,10,4.48,10,10\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-miterlimit=\"10\" stroke-width=\"2\">\n\t\t\t\t\t\t<animateTransform\n\t\t\t\t\t\t\tattributeName=\"transform\"\n\t\t\t\t\t\t\tattributeType=\"XML\"\n\t\t\t\t\t\t\ttype=\"rotate\"\n\t\t\t\t\t\t\tdur=\"0.6s\"\n\t\t\t\t\t\t\tfrom=\"0 12 12\"\n\t\t\t\t\t\t\tto=\"360 12 12\"\n\t\t\t\t\t\t\trepeatCount=\"indefinite\"\n\t\t\t\t\t\t\tbegin=\"indefinite\"\n\t\t\t\t\t\t\/>\n\t\t\t\t\t<\/path>\n\t\t\t\t<\/svg>\n\t\t\t<\/span>\n\t\t<\/button>\n\n\t\t\n\t\t\t\t\t<input type=\"hidden\" name=\"ct_post_type\" value=\"post:page\">\n\t\t\n\t\t\n\n\t\t\t<\/div>\n\n\t\n<\/form>\n<\/div>\n\n\n\n<figure class=\"wp-block-table is-style-regular\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong><a href=\"https:\/\/bdsweb.eu\/index.php\/267-2\/\" data-type=\"link\" data-id=\"https:\/\/bdsweb.eu\/index.php\/267-2\/\">Home<\/a><\/strong><\/td><td><strong><a href=\"https:\/\/bdsweb.eu\/index.php\/research\/\" data-type=\"link\" data-id=\"https:\/\/bdsweb.eu\/wp-admin\/post.php?post=1136&amp;action=edit\">Research<\/a><\/strong><\/td><td><strong><a href=\"https:\/\/bdsweb.eu\/index.php\/publications\/\" data-type=\"link\" data-id=\"https:\/\/bdsweb.eu\/index.php\/publications\/\">Publications<\/a><\/strong><\/td><td><strong><a href=\"https:\/\/bdsweb.eu\/index.php\/aiman-lab\/\" data-type=\"page\" data-id=\"1151\">AI*MAN Lab<\/a><\/strong><\/td><td><strong><a href=\"https:\/\/bdsweb.eu\/index.php\/bio\/\" data-type=\"link\" data-id=\"https:\/\/bdsweb.eu\/index.php\/bio\/\">Bio<\/a><\/strong><\/td><td><strong><a href=\"https:\/\/bdsweb.eu\/index.php\/teaching\/\" data-type=\"page\" data-id=\"1154\">Teaching<\/a><\/strong><\/td><td><strong><a href=\"https:\/\/bdsweb.eu\/index.php\/contact\/\" data-type=\"page\" data-id=\"1157\">Contact<\/a><\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-995f960e wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>Human\u2013AI teaming  \u00b7  Human-compatible decision-making \u00b7 Human\u2013AI mutual understanding  <\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The AI*MAN Lab investigates how humans and AI systems influence each other over time, and how to design autonomous systems that can interact, adapt, and make decisions in complex, real-world environments.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We explore the critical domains of Human\u2013AI teaming, striving for mutual understanding, transparency, and trustworthiness. Our research achieves this through a unique combination of systems theory, advanced control, and Human\u2013AI Interaction.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em><strong style=\"font-size: 20px; color: navy;\">Our mission is to build systems where humans and AI excel together.<\/strong><\/em><\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-995f960e wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image alignright size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"559\" src=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/human-AI-teaming-1024x559.jpeg\" alt=\"\" class=\"wp-image-1350\" style=\"aspect-ratio:1.8319013821441912;width:573px;height:auto\" srcset=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/human-AI-teaming-1024x559.jpeg 1024w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/human-AI-teaming-300x164.jpeg 300w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/human-AI-teaming-766x418.jpeg 766w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/human-AI-teaming.jpeg 1408w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-995f960e wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">OUR FOCUS<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">We study coupled human\u2013AI dynamics from a systems and control perspective, with a focus on latent human-state modeling, adaptive decision-making, and safe interaction.<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-995f960e wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Modeling latent human states and behavior<\/li>\n\n\n\n<li>Coupled dynamics of humans and AI<\/li>\n\n\n\n<li>Adaptive and constrained decision-making<\/li>\n\n\n\n<li>From theory to real-world applications<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-995f960e wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<figure class=\"wp-block-table aligncenter is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><img loading=\"lazy\" decoding=\"async\" width=\"370\" height=\"125\" class=\"wp-image-1387\" style=\"width: 370px;\" src=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/aiman_3.jpeg\" alt=\"\" srcset=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/aiman_3.jpeg 1757w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/aiman_3-1024x345.jpeg 1024w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/aiman_3-300x101.jpeg 300w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/aiman_3-1536x518.jpeg 1536w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/aiman_3-766x258.jpeg 766w\" sizes=\"auto, (max-width: 370px) 100vw, 370px\" \/><br><strong>Latent-state inference for human\u2013AI interaction<\/strong><br>Using systems-theoretic state-observers to infer latent cognitive states from interaction and behavioral data.<br><strong>Learn more <a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/11153467\" target=\"_blank\" rel=\"noopener\">\u2197<\/a><\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img loading=\"lazy\" decoding=\"async\" width=\"270\" height=\"99\" class=\"wp-image-1388\" style=\"width: 270px;\" src=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/aiman_1-1.jpeg\" alt=\"\" srcset=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/aiman_1-1.jpeg 1696w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/aiman_1-1-300x110.jpeg 300w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/aiman_1-1-766x282.jpeg 766w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/aiman_1-1-1024x377.jpeg 1024w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/aiman_1-1-1536x565.jpeg 1536w\" sizes=\"auto, (max-width: 270px) 100vw, 270px\" \/><br><strong>State-space modeling of latent-state evolution in human\u2013AI interaction<\/strong><br>Modeling coupled evolution of cognitive states and dynamics of interaction between human and AI.<br><strong>Learn more <a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/10254208\" target=\"_blank\" rel=\"noopener\">\u2197<\/a><\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">        <img loading=\"lazy\" decoding=\"async\" width=\"270\" height=\"101\" class=\"wp-image-1390\" style=\"width: 270px;\" src=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/aiman_2.jpeg\" alt=\"\" srcset=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/aiman_2.jpeg 1672w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/aiman_2-300x112.jpeg 300w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/aiman_2-1024x382.jpeg 1024w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/aiman_2-766x286.jpeg 766w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/aiman_2-1536x573.jpeg 1536w\" sizes=\"auto, (max-width: 270px) 100vw, 270px\" \/><br><strong>Modeling and analysis of human social interactions for human\u2013AI teaming<\/strong><br>Integrating game theory to model social interactions and Belief-Desire-Intention model for indivisual decision-making.<br><strong>Learn more <a href=\"https:\/\/ieeexplore.ieee.org\/document\/10945300\" target=\"_blank\" rel=\"noopener\">\u2197<\/a><\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><img loading=\"lazy\" decoding=\"async\" width=\"220\" height=\"105\" class=\"wp-image-1395\" style=\"width: 220px;\" src=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/creative_robot-2.png\" alt=\"\" srcset=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/creative_robot-2.png 600w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/creative_robot-2-300x143.png 300w\" sizes=\"auto, (max-width: 220px) 100vw, 220px\" \/><br><strong>Autonomous systems adaptable to individual differences of humans<\/strong><br>From social robots to intelligent agents in open interaction settings, where AI should act creatively and meaningfully.<br><strong>Learn more <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0952197622002251\" target=\"_blank\" rel=\"noopener\">\u2197<\/a><\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Home Research Publications AI*MAN Lab Bio Teaching Contact Human\u2013AI teaming \u00b7 Human-compatible decision-making \u00b7 Human\u2013AI mutual understanding The AI*MAN Lab investigates how humans and AI systems influence each other over time, and how to design autonomous systems that can interact, adapt, and make decisions in complex, real-world environments. We explore the critical domains of Human\u2013AI [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1151","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/bdsweb.eu\/index.php\/wp-json\/wp\/v2\/pages\/1151","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bdsweb.eu\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/bdsweb.eu\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/bdsweb.eu\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bdsweb.eu\/index.php\/wp-json\/wp\/v2\/comments?post=1151"}],"version-history":[{"count":30,"href":"https:\/\/bdsweb.eu\/index.php\/wp-json\/wp\/v2\/pages\/1151\/revisions"}],"predecessor-version":[{"id":1407,"href":"https:\/\/bdsweb.eu\/index.php\/wp-json\/wp\/v2\/pages\/1151\/revisions\/1407"}],"wp:attachment":[{"href":"https:\/\/bdsweb.eu\/index.php\/wp-json\/wp\/v2\/media?parent=1151"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}