{"id":5563,"date":"2023-06-21T15:29:44","date_gmt":"2023-06-21T13:29:44","guid":{"rendered":"https:\/\/polytech-nancy.univ-lorraine.fr\/formation\/diplome-dingenieur-parcours-systemes-intelligents-et-autonomes\/"},"modified":"2024-07-03T15:04:35","modified_gmt":"2024-07-03T13:04:35","slug":"engineering-degree-intelligent-and-autonomous-systems-sia","status":"publish","type":"formation","link":"https:\/\/polytech-nancy.univ-lorraine.fr\/en\/programme\/engineering-degree-intelligent-and-autonomous-systems-sia\/","title":{"rendered":"IA2R minor &#8211; Intelligent and Autonomous Systems (SIA)"},"content":{"rendered":"\n<p>The SIA minor starts after the first 3 common semesters in the IA2R engineering degree.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Objectives<\/h4>\n\n\n\n<p>Train multi-skilled engineers in the field of intelligent systems with strong automatic and robotic components interacting with the environment. Autonomous systems are increasingly integrating control, diagnostic and supervisory functions, using algorithms based on artificial intelligence (AI).<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Specific skills<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>knowledge of automatic learning methods (machine learning, deep learning)<\/li>\n\n\n\n<li>know how to develop and implement advanced control strategies for autonomous systems<\/li>\n\n\n\n<li>design and develop intelligence-based techniques for mobile robots<\/li>\n\n\n\n<li>knowledge of methods, equipment and software for supervising cyber-physical systems<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-4 is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1000\" height=\"1500\" data-id=\"11625\" src=\"https:\/\/polytech-nancy.univ-lorraine.fr\/wp-content\/uploads\/VBZ_03042024_0276.jpg\" alt=\"\" class=\"wp-image-11625\" srcset=\"https:\/\/polytech-nancy.univ-lorraine.fr\/wp-content\/uploads\/VBZ_03042024_0276.jpg 1000w, https:\/\/polytech-nancy.univ-lorraine.fr\/wp-content\/uploads\/VBZ_03042024_0276-400x600.jpg 400w, https:\/\/polytech-nancy.univ-lorraine.fr\/wp-content\/uploads\/VBZ_03042024_0276-768x1152.jpg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1000\" height=\"1500\" data-id=\"11627\" src=\"https:\/\/polytech-nancy.univ-lorraine.fr\/wp-content\/uploads\/VBZ_03042024_0315.jpg\" alt=\"\" class=\"wp-image-11627\" srcset=\"https:\/\/polytech-nancy.univ-lorraine.fr\/wp-content\/uploads\/VBZ_03042024_0315.jpg 1000w, https:\/\/polytech-nancy.univ-lorraine.fr\/wp-content\/uploads\/VBZ_03042024_0315-400x600.jpg 400w, https:\/\/polytech-nancy.univ-lorraine.fr\/wp-content\/uploads\/VBZ_03042024_0315-768x1152.jpg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1000\" height=\"1500\" data-id=\"11631\" src=\"https:\/\/polytech-nancy.univ-lorraine.fr\/wp-content\/uploads\/VBZ_03042024_0324.jpg\" alt=\"\" class=\"wp-image-11631\" srcset=\"https:\/\/polytech-nancy.univ-lorraine.fr\/wp-content\/uploads\/VBZ_03042024_0324.jpg 1000w, https:\/\/polytech-nancy.univ-lorraine.fr\/wp-content\/uploads\/VBZ_03042024_0324-400x600.jpg 400w, https:\/\/polytech-nancy.univ-lorraine.fr\/wp-content\/uploads\/VBZ_03042024_0324-768x1152.jpg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"1500\" data-id=\"11633\" src=\"https:\/\/polytech-nancy.univ-lorraine.fr\/wp-content\/uploads\/VBZ_03042024_0339.jpg\" alt=\"\" class=\"wp-image-11633\" srcset=\"https:\/\/polytech-nancy.univ-lorraine.fr\/wp-content\/uploads\/VBZ_03042024_0339.jpg 1000w, https:\/\/polytech-nancy.univ-lorraine.fr\/wp-content\/uploads\/VBZ_03042024_0339-400x600.jpg 400w, https:\/\/polytech-nancy.univ-lorraine.fr\/wp-content\/uploads\/VBZ_03042024_0339-768x1152.jpg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n<figcaption class=\"blocks-gallery-caption wp-element-caption\">Some examples of mobile robots available at Polytech Nancy<\/figcaption><\/figure>\n","protected":false},"featured_media":4058,"template":"","parcours":[12,58],"specialites":[62],"double-diplomes":[],"modalites":[52],"class_list":["post-5563","formation","type-formation","status-publish","has-post-thumbnail","hentry","parcours-mecanique-structures-materiaux-msm","parcours-programmes","specialites-computer-science-control-engineering-robotics-it-networks-ia2r","modalites-formation-initiale-sous-statut-etudiant-fise-en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>IA2R minor - Intelligent and Autonomous Systems (SIA) - Polytech Nancy<\/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:\/\/polytech-nancy.univ-lorraine.fr\/en\/programme\/engineering-degree-intelligent-and-autonomous-systems-sia\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"IA2R minor - Intelligent and Autonomous Systems (SIA) - Polytech Nancy\" \/>\n<meta property=\"og:description\" content=\"The SIA minor starts after the first 3 common semesters in the IA2R engineering degree. Objectives Train multi-skilled engineers in the field of intelligent systems with strong automatic and robotic components interacting with the environment. Autonomous systems are increasingly integrating control, diagnostic and supervisory functions, using algorithms based on artificial intelligence (AI). Specific skills\" \/>\n<meta property=\"og:url\" content=\"https:\/\/polytech-nancy.univ-lorraine.fr\/en\/programme\/engineering-degree-intelligent-and-autonomous-systems-sia\/\" \/>\n<meta property=\"og:site_name\" content=\"Polytech Nancy\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/PolytechNancy\/\" \/>\n<meta property=\"article:modified_time\" content=\"2024-07-03T13:04:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/polytech-nancy.univ-lorraine.fr\/wp-content\/uploads\/specialite_ia2r.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2000\" \/>\n\t<meta property=\"og:image:height\" content=\"1242\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@PolytechNancy\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/polytech-nancy.univ-lorraine.fr\\\/en\\\/programme\\\/engineering-degree-intelligent-and-autonomous-systems-sia\\\/\",\"url\":\"https:\\\/\\\/polytech-nancy.univ-lorraine.fr\\\/en\\\/programme\\\/engineering-degree-intelligent-and-autonomous-systems-sia\\\/\",\"name\":\"IA2R minor - Intelligent and Autonomous Systems (SIA) - Polytech Nancy\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/polytech-nancy.univ-lorraine.fr\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/polytech-nancy.univ-lorraine.fr\\\/en\\\/programme\\\/engineering-degree-intelligent-and-autonomous-systems-sia\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/polytech-nancy.univ-lorraine.fr\\\/en\\\/programme\\\/engineering-degree-intelligent-and-autonomous-systems-sia\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/polytech-nancy.univ-lorraine.fr\\\/wp-content\\\/uploads\\\/specialite_ia2r.jpg\",\"datePublished\":\"2023-06-21T13:29:44+00:00\",\"dateModified\":\"2024-07-03T13:04:35+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/polytech-nancy.univ-lorraine.fr\\\/en\\\/programme\\\/engineering-degree-intelligent-and-autonomous-systems-sia\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/polytech-nancy.univ-lorraine.fr\\\/en\\\/programme\\\/engineering-degree-intelligent-and-autonomous-systems-sia\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/polytech-nancy.univ-lorraine.fr\\\/en\\\/programme\\\/engineering-degree-intelligent-and-autonomous-systems-sia\\\/#primaryimage\",\"url\":\"https:\\\/\\\/polytech-nancy.univ-lorraine.fr\\\/wp-content\\\/uploads\\\/specialite_ia2r.jpg\",\"contentUrl\":\"https:\\\/\\\/polytech-nancy.univ-lorraine.fr\\\/wp-content\\\/uploads\\\/specialite_ia2r.jpg\",\"width\":2000,\"height\":1242},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/polytech-nancy.univ-lorraine.fr\\\/en\\\/programme\\\/engineering-degree-intelligent-and-autonomous-systems-sia\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/polytech-nancy.univ-lorraine.fr\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Chercher une formation\",\"item\":\"https:\\\/\\\/polytech-nancy.univ-lorraine.fr\\\/la-formation-a-polytech-nancy\\\/chercher-une-formation\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"IA2R minor &#8211; 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