{"id":1136,"date":"2026-10-17T14:21:00","date_gmt":"2026-10-17T14:21:00","guid":{"rendered":"https:\/\/bdsweb.eu\/?page_id=1136"},"modified":"2026-10-19T20:23:26","modified_gmt":"2026-10-19T20:23:26","slug":"research","status":"publish","type":"page","link":"https:\/\/bdsweb.eu\/index.php\/research\/","title":{"rendered":"Research"},"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 style=\"font-size: 30px; color: navy;\">RESEARCHING DYNAMICS OF THE INTERACTION BETWEEN PEOPLE AND AUTONOMOUS SYSTEMS<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong style=\"font-size: 18px; color: #555555;\">Systems and control theory \u00b7 Human modeling \u00b7 Human\u2013AI interaction<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-left wp-block-paragraph\"><span style=\"font-size: 20px;\">\nI develop mathematical and control-theoretic methods for autonomous decision-making under uncertainty, with a particular focus on systems that interact with humans. My research connects systems and control theory, mathematical modeling of human behavior, and adaptive autonomous systems, from foundational theory to applications in robotics and human\u2013AI interaction.\n<\/span><\/p>\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-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1167\" height=\"912\" src=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/Research_image.jpeg\" alt=\"\" class=\"wp-image-1299\" style=\"aspect-ratio:1.2416157848828466;width:559px;height:auto\" srcset=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/Research_image.jpeg 1167w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/Research_image-300x234.jpeg 300w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/Research_image-768x600.jpeg 768w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/Research_image-1024x800.jpeg 1024w\" sizes=\"auto, (max-width: 1167px) 100vw, 1167px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-medium-font-size wp-block-paragraph\"><\/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<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\"><span style=\"\"><strong style=\"color: navy; font-size: 22px; font-weight: bold;\">THE RESEARCH LOGIG<\/strong><\/span><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/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<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<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"885\" src=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/RL1-1024x885.jpeg\" alt=\"\" class=\"wp-image-1301\" style=\"aspect-ratio:1.1571452598531142;width:242px;height:auto\" srcset=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/RL1-1024x885.jpeg 1024w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/RL1-300x259.jpeg 300w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/RL1-767x663.jpeg 767w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/RL1.jpeg 1111w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\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 aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"886\" src=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/RL2-1024x886.jpeg\" alt=\"\" class=\"wp-image-1302\" style=\"aspect-ratio:1.1557845223429275;width:235px;height:auto\" srcset=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/RL2-1024x886.jpeg 1024w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/RL2-300x259.jpeg 300w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/RL2-768x664.jpeg 768w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/RL2.jpeg 1110w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\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<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<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1005\" src=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/RL3-1024x1005.jpeg\" alt=\"\" class=\"wp-image-1303\" style=\"aspect-ratio:1.018957345971564;width:201px;height:auto\" srcset=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/RL3-1024x1005.jpeg 1024w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/RL3-300x295.jpeg 300w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/RL3-768x754.jpeg 768w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/RL3.jpeg 1043w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\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 aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"962\" src=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/RL4-1024x962.jpeg\" alt=\"\" class=\"wp-image-1305\" style=\"aspect-ratio:1.0645211202228066;width:209px;height:auto\" srcset=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/RL4-1024x962.jpeg 1024w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/RL4-300x282.jpeg 300w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/RL4-768x721.jpeg 768w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/RL4.jpeg 1056w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\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<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=\"has-text-align-center wp-block-paragraph\"><strong>1. Model human cognition<\/strong><br>Mathematically model perception, cognition and decision-making under uncertainty.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>2. Reconstruct relevant states<\/strong><br>Estimate latent human states from <br>interaction signals and finite histories.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><sup><\/sup><\/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<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=\"has-text-align-center wp-block-paragraph\"> <strong>3. Predict coupled dynamics<\/strong><br> Characterize how human and AI actions<br> shape each other&#8217;s latent states and signals.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><sup><\/sup><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center wp-block-paragraph\">   <strong>4. Regulate interaction under constraints<\/strong><br>   Establish constrained AI actions to achieve  <br>   stable and predictable interaction.<\/p>\n<\/div>\n<\/div>\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<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\"><span style=\"\"><strong style=\"color: navy; font-size: 22px; font-weight: bold;\">THREE CONNECTED RESEARCH STRANDS <\/strong><\/span><\/p>\n<\/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\"><strong>STRAND 1<br>Mathematical decision-making under uncertainty<\/strong><br>Control-theoretic and optimization methods for autonomous decision-making in dynamic, uncertain environments.<br><br><img loading=\"lazy\" decoding=\"async\" width=\"360\" height=\"256\" class=\"wp-image-1291\" style=\"width: 360px;\" src=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/Strand1.jpeg\" alt=\"\" srcset=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/Strand1.jpeg 1217w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/Strand1-300x213.jpeg 300w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/Strand1-1024x727.jpeg 1024w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/Strand1-768x545.jpeg 768w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>STRAND 2<br><strong>Human-state modeling and reconstruction<\/strong><br><\/strong>Dynamic models of human perception, cognition and decision processes, and methods to recover latent states from interaction signals.<br><br><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"246\" class=\"wp-image-1282\" style=\"width: 400px;\" src=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/Strand2.jpeg\" alt=\"\" srcset=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/Strand2.jpeg 1312w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/Strand2-300x185.jpeg 300w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/Strand2-1024x631.jpeg 1024w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/Strand2-768x473.jpeg 768w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>STRAND 3<br><strong><strong>Prediction and regulation of human\u2013AI interaction<\/strong><br><\/strong><\/strong>Models and control methods for predicting and regulating coupled human\u2013AI dynamics under constraints and uncertainties.<br><br>  <img loading=\"lazy\" decoding=\"async\" width=\"350\" height=\"236\" class=\"wp-image-1309\" style=\"width: 350px;\" src=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/Strand3-3.jpeg\" alt=\"\" srcset=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/Strand3-3.jpeg 1257w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/Strand3-3-300x202.jpeg 300w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/Strand3-3-1024x691.jpeg 1024w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/Strand3-3-768x518.jpeg 768w\" sizes=\"auto, (max-width: 350px) 100vw, 350px\" \/><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\"><span style=\"font-size: 22px; color: navy;\">FROM THEORY TO ACTUAL SYSTEMS<\/span><\/h1>\n\n\n\n<p class=\"wp-block-paragraph\"><span style=\"font-size: 20px;\">My methods and findings inform real-world applications in human-centered autonomous systems.<br><\/span><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"96\" class=\"wp-image-1321\" style=\"width: 400px;\" src=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/search_and_rescue.jpeg\" alt=\"\" srcset=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/search_and_rescue.jpeg 2056w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/search_and_rescue-300x72.jpeg 300w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/search_and_rescue-1024x247.jpeg 1024w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/search_and_rescue-768x185.jpeg 768w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/search_and_rescue-1536x371.jpeg 1536w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/search_and_rescue-2048x494.jpeg 2048w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><br><strong>Search and rescue robotics<br><\/strong>Robots that assist in complex and human-centered environments.<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"96\" class=\"wp-image-1322\" style=\"width: 400px;\" src=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/social_robotics.jpeg\" alt=\"\" srcset=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/social_robotics.jpeg 2056w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/social_robotics-300x72.jpeg 300w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/social_robotics-1024x247.jpeg 1024w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/social_robotics-768x185.jpeg 768w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/social_robotics-1536x371.jpeg 1536w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/social_robotics-2048x494.jpeg 2048w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><br><strong>Social robotics<br><\/strong>Robots that communicate, collaborate and adapt to human behavior.<\/td><td class=\"has-text-align-center\" data-align=\"center\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"96\" class=\"wp-image-1323\" style=\"width: 400px;\" src=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/autonomous_driving.jpeg\" alt=\"\" srcset=\"https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/autonomous_driving.jpeg 2056w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/autonomous_driving-300x72.jpeg 300w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/autonomous_driving-1024x247.jpeg 1024w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/autonomous_driving-768x185.jpeg 768w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/autonomous_driving-1536x371.jpeg 1536w, https:\/\/bdsweb.eu\/wp-content\/uploads\/2026\/10\/autonomous_driving-2048x494.jpeg 2048w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><br><strong>Autonomous Decision Systems<\/strong><br>Safe and reliable decision-making under uncertainty and constraints.<\/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 RESEARCHING DYNAMICS OF THE INTERACTION BETWEEN PEOPLE AND AUTONOMOUS SYSTEMS Systems and control theory \u00b7 Human modeling \u00b7 Human\u2013AI interaction I develop mathematical and control-theoretic methods for autonomous decision-making under uncertainty, with a particular focus on systems that interact with humans. My research connects systems and control [&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-1136","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/bdsweb.eu\/index.php\/wp-json\/wp\/v2\/pages\/1136","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=1136"}],"version-history":[{"count":60,"href":"https:\/\/bdsweb.eu\/index.php\/wp-json\/wp\/v2\/pages\/1136\/revisions"}],"predecessor-version":[{"id":1337,"href":"https:\/\/bdsweb.eu\/index.php\/wp-json\/wp\/v2\/pages\/1136\/revisions\/1337"}],"wp:attachment":[{"href":"https:\/\/bdsweb.eu\/index.php\/wp-json\/wp\/v2\/media?parent=1136"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}