{"id":5,"date":"2024-07-01T13:50:54","date_gmt":"2024-07-01T17:50:54","guid":{"rendered":"https:\/\/sites.bu.edu\/learningautonomy\/learning-autonomy-workshop\/"},"modified":"2024-10-30T11:09:58","modified_gmt":"2024-10-30T15:09:58","slug":"learning-autonomy-workshop","status":"publish","type":"page","link":"https:\/\/sites.bu.edu\/learningautonomy\/","title":{"rendered":"Learning to Trust Autonomy Workshop"},"content":{"rendered":"<link href=\"https:\/\/dl.dropbox.com\/scl\/fi\/by3h3kqh6x1y95ao56mtu\/g7A4pk.css?rlkey=modp5ggwfrk3x0smia2wgj1ng\" rel=\"stylesheet\" crossorigin=\"anonymous\">\n<style>\n        ul.custom-icons {\n            list-style: none; \/* Remove default bullet points *\/\n            padding-left: 30px; \/* Indent the first line to make room for the icon *\/\n            text-indent: -30px; \/* Move the text back so it starts at the left margin *\/\n        }\n        ul.custom-icons li:before {\n            content: \"\\f508\"; \/* Example icon (line-awesome address-book icon) *\/\n            font-family: \"Line Awesome Free\"; \/* Ensure correct font is used *\/\n            font-weight: 900; \/* Ensure icon appears correctly *\/\n            margin-right: 15px; \/* Space between icon and text *\/\n        }\n<\/style>\n<link href=\"https:\/\/cdn.jsdelivr.net\/npm\/bootstrap@5.3.3\/dist\/css\/bootstrap.min.css\" rel=\"stylesheet\" integrity=\"sha384-QWTKZyjpPEjISv5WaRU9OFeRpok6YctnYmDr5pNlyT2bRjXh0JMhjY6hW+ALEwIH\" crossorigin=\"anonymous\">\n<style>\n    body {\n        font-family: \"Benton-Sans\",\"Helvetica\",sans-serif;\n\tfont-size: 18px;\n\tline-height: 1.6;\n    }\n    .font-size-1, h1 {\n\tfont-size: 2em;\n\tline-height: 1.15085;\n    }\n    h1, h2, h3, h4, h5, h6 {\n        font-weight: 1000;\n    }\n    @media(min-width:500px) {\n        .font-size-1, h1 {\n            font-size:3.05556em;\n            line-height:1.15085\n        }\n    }\n<\/style>\n<style>\n    .la {\n         padding: 8px;\n    }\n    .time-loc {\n         text-align: left;\n         margin-top: 0;\n         margin-bottom: 0;\n    }\n    .timeline-body {\n        min-height: 5em;\n    }\n    .card {\n         font-family: \"Benton-Sans\",\"Helvetica\",sans-serif;\n         font-size: 18px;\n         line-height: 1.6; \n    }\n    .list-group-item {\n        font-size: var(--bs-body-font-size);\n    }\n    .row {\n        margin-bottom: 10px;\n    }\n}\n<\/style>\n<link rel=\"stylesheet\" href= \"https:\/\/maxst.icons8.com\/vue-static\/landings\/line-awesome\/line-awesome\/1.3.0\/css\/line-awesome.min.css\" >\n<p>Research on autonomous systems has seen a rapid advance of learning-based and data-driven approaches, especially for systems that move in the real world (e.g., during navigation, manipulation, and multi-agent coordination). These methods can tackle problems that seemed out of reach just a few years ago. However, their robustness is typically limited to the training scenarios, leaving a challenge when facing the unpredictability of the real world.<\/p>\n<p>The goal of the workshop is to foster discussion among researchers, practitioners, and industry stakeholders to answer the critical question:<\/p>\n<blockquote><p><em>What will it take to trust and invest in learning-based systems when training data can&#8217;t cover every real-world scenario?<\/em><\/p><\/blockquote>\n<hr style=\"margin-top: 30px; margin-bottom: 30px;\">\n<div style=\"text-align: center;\">\n<p>\n    Sponsored by the BU Center for Information &amp; Systems Engineering\n    <\/p>\n<p>    <img src=\"\/learningautonomy\/files\/2024\/08\/CISE_TypeLogo_Black-636x242.jpg\" alt=\"Center for Information and System Engineering Logo\" width=\"300\" \/>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Research on autonomous systems has seen a rapid advance of learning-based and data-driven approaches, especially [&hellip;]<\/p>\n","protected":false},"author":11510,"featured_media":0,"parent":0,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"bu-landing","meta":[],"_links":{"self":[{"href":"https:\/\/sites.bu.edu\/learningautonomy\/wp-json\/wp\/v2\/pages\/5"}],"collection":[{"href":"https:\/\/sites.bu.edu\/learningautonomy\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.bu.edu\/learningautonomy\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.bu.edu\/learningautonomy\/wp-json\/wp\/v2\/users\/11510"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.bu.edu\/learningautonomy\/wp-json\/wp\/v2\/comments?post=5"}],"version-history":[{"count":42,"href":"https:\/\/sites.bu.edu\/learningautonomy\/wp-json\/wp\/v2\/pages\/5\/revisions"}],"predecessor-version":[{"id":185,"href":"https:\/\/sites.bu.edu\/learningautonomy\/wp-json\/wp\/v2\/pages\/5\/revisions\/185"}],"wp:attachment":[{"href":"https:\/\/sites.bu.edu\/learningautonomy\/wp-json\/wp\/v2\/media?parent=5"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}