{"id":41541,"date":"2025-08-23T16:21:30","date_gmt":"2025-08-23T14:21:30","guid":{"rendered":"https:\/\/optit.net\/progetto-finanziato\/tuples\/"},"modified":"2026-08-04T13:37:26","modified_gmt":"2026-08-04T11:37:26","slug":"tuples","status":"publish","type":"progetto-finanziato","link":"https:\/\/optit.net\/en\/funded-projects\/tuples\/","title":{"rendered":"TUPLES"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">TUPLES (Trustworthy Planning and Scheduling with Learning and Explanations) is a three-year project funded by Horizon Europe that aims to make AI-based planning and scheduling systems more transparent, robust and scalable.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The goal is ambitious: to <strong>increase trust<\/strong> in intelligent technologies by developing algorithms that are not only high-performing, but also explainable and verifiable.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Optit\u2019s contribution focuses on two real use cases, in the energy and waste collection sectors, which make it possible to test the <strong>new methods<\/strong> in <strong>highly complex<\/strong> settings. We have also built an innovative Competition Platform that makes it possible to assess the effectiveness of different <strong>analytical models and approaches<\/strong> (not just their results) in scientific open innovation processes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Contact us for all the information about the platform.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Through TUPLES we work to integrate symbolic and data-driven methods, with particular attention to <strong>human\/machine interaction<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We believe the power of artificial intelligence is best expressed when it comes with clear explanations and shareable decision-making processes that increase <strong>understanding<\/strong> and adoption by those who use it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Carried out with the contribution of the European Union\u2019s Horizon Europe research and innovation programme (grant agreement No. 101070149 \u2014 HORIZON-CL4-2021-HUMAN-01).<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Making artificial intelligence more reliable, understandable, human.<\/p>\n","protected":false},"featured_media":42103,"template":"","meta":{"_acf_changed":false},"mercati":[816,824,817,818],"servizi":[914,927,918],"class_list":["post-41541","progetto-finanziato","type-progetto-finanziato","status-publish","has-post-thumbnail","hentry","mercato-energy","mercato-environment-and-waste-management","mercato-logistics-and-supply-chain","mercato-manufacturing","servizio-optieptm","servizio-optiwastelogistics","servizio-arena"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>TUPLES | Trustworthy AI for planning and scheduling | OPTIT<\/title>\n<meta name=\"description\" content=\"A Horizon Europe project making AI-based planning and scheduling systems more transparent, robust and explainable.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/optit.net\/en\/funded-projects\/tuples\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"TUPLES | Trustworthy AI for planning and scheduling | OPTIT\" \/>\n<meta property=\"og:description\" content=\"A Horizon Europe project making AI-based planning and scheduling systems more transparent, robust and explainable.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/optit.net\/en\/funded-projects\/tuples\/\" \/>\n<meta property=\"og:site_name\" content=\"OPTIT\" \/>\n<meta property=\"article:modified_time\" content=\"2026-08-04T11:37:26+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/optit.net\/wp-content\/uploads\/2025\/08\/Tuples_900_400.png\" \/>\n\t<meta property=\"og:image:width\" content=\"900\" \/>\n\t<meta property=\"og:image:height\" content=\"400\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/optit.net\\\/en\\\/funded-projects\\\/tuples\\\/\",\"url\":\"https:\\\/\\\/optit.net\\\/en\\\/funded-projects\\\/tuples\\\/\",\"name\":\"TUPLES | Trustworthy AI for planning and scheduling | OPTIT\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/optit.net\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/optit.net\\\/en\\\/funded-projects\\\/tuples\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/optit.net\\\/en\\\/funded-projects\\\/tuples\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/optit.net\\\/wp-content\\\/uploads\\\/2025\\\/08\\\/Tuples_900_400.png\",\"datePublished\":\"2025-08-23T14:21:30+00:00\",\"dateModified\":\"2026-08-04T11:37:26+00:00\",\"description\":\"A Horizon Europe project making AI-based planning and scheduling systems more transparent, robust and explainable.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/optit.net\\\/en\\\/funded-projects\\\/tuples\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/optit.net\\\/en\\\/funded-projects\\\/tuples\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/optit.net\\\/en\\\/funded-projects\\\/tuples\\\/#primaryimage\",\"url\":\"https:\\\/\\\/optit.net\\\/wp-content\\\/uploads\\\/2025\\\/08\\\/Tuples_900_400.png\",\"contentUrl\":\"https:\\\/\\\/optit.net\\\/wp-content\\\/uploads\\\/2025\\\/08\\\/Tuples_900_400.png\",\"width\":900,\"height\":400},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/optit.net\\\/en\\\/funded-projects\\\/tuples\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/optit.net\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Progetti finanziati\",\"item\":\"https:\\\/\\\/optit.net\\\/en\\\/progetti-finanziati\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"TUPLES\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/optit.net\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/optit.net\\\/en\\\/\",\"name\":\"OPTIT\",\"description\":\"Optimal Solutions\",\"publisher\":{\"@id\":\"https:\\\/\\\/optit.net\\\/en\\\/#organization\"},\"alternateName\":\"Optimal Solutions\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/optit.net\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/optit.net\\\/en\\\/#organization\",\"name\":\"OPTIT\",\"url\":\"https:\\\/\\\/optit.net\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/optit.net\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/optit.net\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/Livello-1.svg\",\"contentUrl\":\"https:\\\/\\\/optit.net\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/Livello-1.svg\",\"width\":329,\"height\":64,\"caption\":\"OPTIT\"},\"image\":{\"@id\":\"https:\\\/\\\/optit.net\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/company\\\/optit-s.r.l.\\\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"TUPLES | Trustworthy AI for planning and scheduling | OPTIT","description":"A Horizon Europe project making AI-based planning and scheduling systems more transparent, robust and explainable.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/optit.net\/en\/funded-projects\/tuples\/","og_locale":"en_US","og_type":"article","og_title":"TUPLES | Trustworthy AI for planning and scheduling | OPTIT","og_description":"A Horizon Europe project making AI-based planning and scheduling systems more transparent, robust and explainable.","og_url":"https:\/\/optit.net\/en\/funded-projects\/tuples\/","og_site_name":"OPTIT","article_modified_time":"2026-08-04T11:37:26+00:00","og_image":[{"width":900,"height":400,"url":"https:\/\/optit.net\/wp-content\/uploads\/2025\/08\/Tuples_900_400.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/optit.net\/en\/funded-projects\/tuples\/","url":"https:\/\/optit.net\/en\/funded-projects\/tuples\/","name":"TUPLES | Trustworthy AI for planning and scheduling | OPTIT","isPartOf":{"@id":"https:\/\/optit.net\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/optit.net\/en\/funded-projects\/tuples\/#primaryimage"},"image":{"@id":"https:\/\/optit.net\/en\/funded-projects\/tuples\/#primaryimage"},"thumbnailUrl":"https:\/\/optit.net\/wp-content\/uploads\/2025\/08\/Tuples_900_400.png","datePublished":"2025-08-23T14:21:30+00:00","dateModified":"2026-08-04T11:37:26+00:00","description":"A Horizon Europe project making AI-based planning and scheduling systems more transparent, robust and explainable.","breadcrumb":{"@id":"https:\/\/optit.net\/en\/funded-projects\/tuples\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/optit.net\/en\/funded-projects\/tuples\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/optit.net\/en\/funded-projects\/tuples\/#primaryimage","url":"https:\/\/optit.net\/wp-content\/uploads\/2025\/08\/Tuples_900_400.png","contentUrl":"https:\/\/optit.net\/wp-content\/uploads\/2025\/08\/Tuples_900_400.png","width":900,"height":400},{"@type":"BreadcrumbList","@id":"https:\/\/optit.net\/en\/funded-projects\/tuples\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/optit.net\/en\/"},{"@type":"ListItem","position":2,"name":"Progetti finanziati","item":"https:\/\/optit.net\/en\/progetti-finanziati\/"},{"@type":"ListItem","position":3,"name":"TUPLES"}]},{"@type":"WebSite","@id":"https:\/\/optit.net\/en\/#website","url":"https:\/\/optit.net\/en\/","name":"OPTIT","description":"Optimal Solutions","publisher":{"@id":"https:\/\/optit.net\/en\/#organization"},"alternateName":"Optimal Solutions","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/optit.net\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/optit.net\/en\/#organization","name":"OPTIT","url":"https:\/\/optit.net\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/optit.net\/en\/#\/schema\/logo\/image\/","url":"https:\/\/optit.net\/wp-content\/uploads\/2025\/02\/Livello-1.svg","contentUrl":"https:\/\/optit.net\/wp-content\/uploads\/2025\/02\/Livello-1.svg","width":329,"height":64,"caption":"OPTIT"},"image":{"@id":"https:\/\/optit.net\/en\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/optit-s.r.l.\/"]}]}},"_links":{"self":[{"href":"https:\/\/optit.net\/en\/wp-json\/wp\/v2\/prg-finanziati\/41541","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/optit.net\/en\/wp-json\/wp\/v2\/prg-finanziati"}],"about":[{"href":"https:\/\/optit.net\/en\/wp-json\/wp\/v2\/types\/progetto-finanziato"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/optit.net\/en\/wp-json\/wp\/v2\/media\/42103"}],"wp:attachment":[{"href":"https:\/\/optit.net\/en\/wp-json\/wp\/v2\/media?parent=41541"}],"wp:term":[{"taxonomy":"mercato","embeddable":true,"href":"https:\/\/optit.net\/en\/wp-json\/wp\/v2\/mercati?post=41541"},{"taxonomy":"servizio","embeddable":true,"href":"https:\/\/optit.net\/en\/wp-json\/wp\/v2\/servizi?post=41541"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}