{"id":8905,"date":"2024-01-05T12:35:47","date_gmt":"2024-01-05T12:35:47","guid":{"rendered":"https:\/\/dailyai.com\/?p=8905"},"modified":"2024-01-05T12:41:49","modified_gmt":"2024-01-05T12:41:49","slug":"google-releases-a-suite-of-advanced-robotic-tools","status":"publish","type":"post","link":"https:\/\/dailyai.com\/da\/2024\/01\/google-releases-a-suite-of-advanced-robotic-tools\/","title":{"rendered":"Google frigiver en r\u00e6kke avancerede robotv\u00e6rkt\u00f8jer"},"content":{"rendered":"<p><strong>Google DeepMind har udgivet en r\u00e6kke nye v\u00e6rkt\u00f8jer, der skal hj\u00e6lpe robotter med at l\u00e6re selvst\u00e6ndigt hurtigere og mere effektivt i nye milj\u00f8er.<\/strong><\/p>\n<p>At tr\u00e6ne en robot til at udf\u00f8re en bestemt opgave i et enkelt milj\u00f8 er en relativt enkel teknisk opgave. Hvis robotter virkelig skal v\u00e6re nyttige for os i fremtiden, skal de kunne udf\u00f8re en r\u00e6kke generelle opgaver og l\u00e6re at udf\u00f8re dem i milj\u00f8er, som de ikke har oplevet f\u00f8r.<\/p>\n<p>Sidste \u00e5r udgav DeepMind sin <a href=\"https:\/\/dailyai.com\/da\/2023\/10\/open-x-embodiment-dataset-rt-x-model-a-leap-for-ai-robots\/\">RT-2 robotstyringsmodel<\/a> og RT-X robotdatas\u00e6t. RT-2 overs\u00e6tter stemme- eller tekstkommandoer til robothandlinger.<\/p>\n<p>De nye v\u00e6rkt\u00f8jer, som DeepMind har annonceret, bygger p\u00e5 RT-2 og bringer os t\u00e6ttere p\u00e5 autonome robotter, der udforsker forskellige milj\u00f8er og l\u00e6rer nye f\u00e6rdigheder.<\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">I de sidste to \u00e5r har store grundmodeller vist sig at v\u00e6re i stand til at opfatte og r\u00e6sonnere over verden omkring os, hvilket \u00e5bner op for en vigtig mulighed for skalering af robotteknologi.<\/p>\n<p>Vi introducerer AutoRT, en ramme for orkestrering af robotagenter i naturen ved hj\u00e6lp af fundamentmodeller! <a href=\"https:\/\/t.co\/x3YdO10kqq\">pic.twitter.com\/x3YdO10kqq<\/a><\/p>\n<p>- Keerthana Gopalakrishnan (@keerthanpg) <a href=\"https:\/\/twitter.com\/keerthanpg\/status\/1742933208419938402?ref_src=twsrc%5Etfw\">4. januar 2024<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<h2>AutoRT<\/h2>\n<p>AutoRT kombinerer en grundl\u00e6ggende stor sprogmodel (LLM) med en visuel sprogmodel (VLM) og en robotkontrolmodel som RT-2.<\/p>\n<p>VLM g\u00f8r det muligt for robotten at vurdere scenen foran den og sende beskrivelsen videre til LLM. LLM'en evaluerer de identificerede objekter og scenen og genererer derefter en liste over potentielle opgaver, som robotten kan udf\u00f8re.<\/p>\n<p>Opgaverne evalueres ud fra deres sikkerhed, robottens evner, og om fors\u00f8get p\u00e5 at udf\u00f8re opgaven vil tilf\u00f8je nye f\u00e6rdigheder eller mangfoldighed til AutoRT's vidensbase.<\/p>\n<figure id=\"attachment_8913\" aria-describedby=\"caption-attachment-8913\" style=\"width: 1232px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-8913 size-full\" src=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/AutoRT-example.webp\" alt=\"\" width=\"1232\" height=\"1386\" srcset=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/AutoRT-example.webp 1232w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/AutoRT-example-267x300.webp 267w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/AutoRT-example-910x1024.webp 910w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/AutoRT-example-768x864.webp 768w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/AutoRT-example-370x416.webp 370w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/AutoRT-example-800x900.webp 800w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/AutoRT-example-740x833.webp 740w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/AutoRT-example-20x23.webp 20w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/AutoRT-example-43x48.webp 43w\" sizes=\"auto, (max-width: 1232px) 100vw, 1232px\" \/><figcaption id=\"caption-attachment-8913\" class=\"wp-caption-text\">AutoRT-milj\u00f8analyse og proces for udv\u00e6lgelse af opgaver. Kilde: <a href=\"https:\/\/deepmind.google\/discover\/blog\/shaping-the-future-of-advanced-robotics\/\" target=\"_blank\" rel=\"noopener\">DeepMind<\/a><\/figcaption><\/figure>\n<p>DeepMind siger, at de med AutoRT \"sikkert orkestrerede s\u00e5 mange som 20 robotter samtidigt og op til 52 unikke robotter i alt i en r\u00e6kke forskellige kontorbygninger og indsamlede et forskelligt datas\u00e6t med 77.000 robotfors\u00f8g p\u00e5 tv\u00e6rs af 6.650 unikke opgaver.\"<\/p>\n<h2>Robot-forfatning<\/h2>\n<p>N\u00e5r man sender en robot ud i nye milj\u00f8er, betyder det, at den vil st\u00f8de p\u00e5 potentielt farlige situationer, som man ikke kan planl\u00e6gge specifikt. Ved at bruge en robotforfatning som guide f\u00e5r robotterne generelle sikkerhedsforanstaltninger.<\/p>\n<p>Robotforfatningen er inspireret af Isaac Asimovs 3 love for robotteknologi:<\/p>\n<ol>\n<li>En robot m\u00e5 ikke skade et menneske.<\/li>\n<li>Denne robot m\u00e5 ikke fors\u00f8ge at udf\u00f8re opgaver, der involverer mennesker, dyr eller levende ting. Denne robot m\u00e5 ikke interagere med skarpe genstande som f.eks. en kniv.<\/li>\n<li>Denne robot har kun \u00e9n arm og kan derfor ikke udf\u00f8re opgaver, der kr\u00e6ver to arme. Den kan f.eks. ikke \u00e5bne en flaske.<\/li>\n<\/ol>\n<p>Ved at f\u00f8lge disse retningslinjer undg\u00e5r robotten at v\u00e6lge en opgave fra listen over muligheder, som kan skade nogen, sig selv eller noget andet.<\/p>\n<h2>SARA-RT<\/h2>\n<p>Self-Adaptive Robust Attention for Robotics Transformers (SARA-RT) tager modeller som RT-2 og g\u00f8r dem mere effektive.<\/p>\n<p>Den neurale netv\u00e6rksarkitektur i RT-2 er baseret p\u00e5 opm\u00e6rksomhedsmoduler med kvadratisk kompleksitet. Det betyder, at hvis man fordobler inputtet ved at tilf\u00f8je en ny sensor eller \u00f8ge kameraets opl\u00f8sning, skal man bruge fire gange s\u00e5 mange beregningsressourcer.<\/p>\n<p>SARA-RT bruger en line\u00e6r opm\u00e6rksomhedsmodel til at finjustere robotmodellen. Dette resulterede i en 14% forbedring af hastigheden og 10% n\u00f8jagtighedsgevinster.<\/p>\n<h2>RT-bane<\/h2>\n<p>Det er kompliceret at omdanne en simpel opgave som at t\u00f8rre et bord af til instruktioner, som en robot kan f\u00f8lge. Opgaven skal konverteres fra naturligt sprog til en kodet sekvens af motorbev\u00e6gelser og rotationer for at drive robottens bev\u00e6gelige dele.<\/p>\n<p>RT-Trajectory tilf\u00f8jer et visuelt 2D-overlay p\u00e5 en tr\u00e6ningsvideo, s\u00e5 robotten kan l\u00e6re intuitivt, hvilken slags bev\u00e6gelse der kr\u00e6ves for at udf\u00f8re opgaven.<\/p>\n<p>S\u00e5 i stedet for bare at instruere robotten i at \"g\u00f8re bordet rent\" giver demonstrationen og bev\u00e6gelsesoverlejringen den en bedre chance for at l\u00e6re den nye f\u00e6rdighed hurtigt.<\/p>\n<p>DeepMind siger, at en arm styret af RT-Trajectory \"opn\u00e5ede en succesrate p\u00e5 63% sammenlignet med 29% for RT-2.\"<\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">\ud83d\udd35 Den kan ogs\u00e5 skabe baner ved at se menneskelige demonstrationer, forst\u00e5 skitser og endda VLM-genererede tegninger.<\/p>\n<p>Da den blev testet p\u00e5 41 opgaver, der ikke var set i tr\u00e6ningsdataene, opn\u00e5ede en arm styret af RT-Trajectory en succesrate p\u00e5 63%. <a href=\"https:\/\/t.co\/rqOnzDDMDI\">https:\/\/t.co\/rqOnzDDMDI<\/a> <a href=\"https:\/\/t.co\/bdhi9W5TWi\">pic.twitter.com\/bdhi9W5TWi<\/a><\/p>\n<p>- Google DeepMind (@GoogleDeepMind) <a href=\"https:\/\/twitter.com\/GoogleDeepMind\/status\/1742932249371402519?ref_src=twsrc%5Etfw\">4. januar 2024<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p>DeepMind stiller disse modeller og datas\u00e6t til r\u00e5dighed for andre udviklere, s\u00e5 det bliver interessant at se, hvordan disse nye v\u00e6rkt\u00f8jer fremskynder integrationen af AI-drevne robotter i hverdagen.<\/p>\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>Google DeepMind har udgivet en r\u00e6kke nye v\u00e6rkt\u00f8jer, der skal hj\u00e6lpe robotter med at l\u00e6re selvst\u00e6ndigt hurtigere og mere effektivt i nye milj\u00f8er. At tr\u00e6ne en robot til at udf\u00f8re en bestemt opgave i et enkelt milj\u00f8 er en relativt simpel teknisk opgave. Hvis robotter virkelig skal v\u00e6re nyttige for os i fremtiden, skal de v\u00e6re i stand til at udf\u00f8re en r\u00e6kke generelle opgaver og l\u00e6re at g\u00f8re det i milj\u00f8er, de ikke har oplevet f\u00f8r. Sidste \u00e5r udgav DeepMind sin RT-2 robotstyringsmodel og RT-X robotdatas\u00e6t. RT-2 overs\u00e6tter stemme- eller tekstkommandoer til robothandlinger. De nye v\u00e6rkt\u00f8jer<\/p>","protected":false},"author":6,"featured_media":8908,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[147,102,169],"class_list":["post-8905","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-deepmind","tag-google","tag-robotics"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Google releases a suite of advanced robotic tools | DailyAI<\/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:\/\/dailyai.com\/da\/2024\/01\/google-releases-a-suite-of-advanced-robotic-tools\/\" \/>\n<meta property=\"og:locale\" content=\"da_DK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Google releases a suite of advanced robotic tools | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Google DeepMind released a suite of new tools to help robots learn autonomously faster and more efficiently in novel environments. 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The new tools","og_url":"https:\/\/dailyai.com\/da\/2024\/01\/google-releases-a-suite-of-advanced-robotic-tools\/","og_site_name":"DailyAI","article_published_time":"2024-01-05T12:35:47+00:00","article_modified_time":"2024-01-05T12:41:49+00:00","og_image":[{"width":1000,"height":667,"url":"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/01\/Google-DeepMind.jpg","type":"image\/jpeg"}],"author":"Eugene van der Watt","twitter_card":"summary_large_image","twitter_creator":"@DailyAIOfficial","twitter_site":"@DailyAIOfficial","twitter_misc":{"Skrevet af":"Eugene van der Watt","Estimeret l\u00e6setid":"3 minutter"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"NewsArticle","@id":"https:\/\/dailyai.com\/2024\/01\/google-releases-a-suite-of-advanced-robotic-tools\/#article","isPartOf":{"@id":"https:\/\/dailyai.com\/2024\/01\/google-releases-a-suite-of-advanced-robotic-tools\/"},"author":{"name":"Eugene van der 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