{"id":2079,"date":"2023-06-26T21:21:08","date_gmt":"2023-06-26T21:21:08","guid":{"rendered":"https:\/\/dailyai.com\/?p=2079"},"modified":"2023-06-26T21:31:26","modified_gmt":"2023-06-26T21:31:26","slug":"deepminds-robocat-learns-complex-tasks-from-as-few-as-100-demonstrations","status":"publish","type":"post","link":"https:\/\/dailyai.com\/da\/2023\/06\/deepminds-robocat-learns-complex-tasks-from-as-few-as-100-demonstrations\/","title":{"rendered":"DeepMinds RoboCat l\u00e6rer komplekse opgaver ud fra s\u00e5 f\u00e5 som 100 demonstrationer"},"content":{"rendered":"<p><strong>DeepMind-forskere har kombineret AI med en sofistikeret robot, der kan l\u00e6re nye opgaver ud fra s\u00e5 f\u00e5 som 100 demonstrationer.\u00a0<\/strong><\/p>\n<p><span style=\"font-weight: 400\">RoboCat, en banebrydende robot-AI agent, l\u00e6rer nye opgaver fra s\u00e5 f\u00e5 som 100 demonstrationer og forbedrer sine f\u00e6rdigheder gennem selvgenererede data.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Trods sit navn er RoboCat en robotarm, der er designet til at udf\u00f8re komplekse opgaver som at stable forskellige farvede blokke i en bestemt r\u00e6kkef\u00f8lge. Se DeepMinds demonstrationer nedenfor.\u00a0<\/span><\/p>\n<p><iframe loading=\"lazy\" title=\"RoboCat: En selvforbedrende robotagent\" width=\"1080\" height=\"608\" src=\"https:\/\/www.youtube.com\/embed\/535W4Pih1C0?start=2&#038;feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p><span style=\"font-weight: 400\">Robottens innovative, selvforbedrende tr\u00e6ningscyklus repr\u00e6senterer et betydeligt gennembrud inden for robotteknologi.<\/span><\/p>\n<p><span style=\"font-weight: 400\">RoboCat udnytter <\/span><a href=\"https:\/\/www.deepmind.com\/blog\/robocat-a-self-improving-robotic-agent\"><span style=\"font-weight: 400\">DeepMinds multimodale model Gato<\/span><\/a><span style=\"font-weight: 400\">som kan behandle sprog, billeder og handlinger p\u00e5 tv\u00e6rs af simulerede og fysiske milj\u00f8er.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Til RoboCats tr\u00e6ning har forskerne samlet et massivt datas\u00e6t med billedsekvenser og handlingss\u00e6t fra forskellige robotarme, der udf\u00f8rer hundredvis af opgaver. Efter den indledende tr\u00e6ning g\u00e5r RoboCat ind i en \"selvforbedrende\" cyklus, hvor den l\u00f8ser nye opgaver, som f\u00f8rer til yderligere forbedringer.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Cyklussen best\u00e5r af f\u00f8lgende trin:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Indsamling af 100 til 1000 demonstrationer af en ny opgave demonstreret med en robotarm, der betjenes af et menneske.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Finjustering af RoboCat p\u00e5 den nye opgave for at skabe en specialiseret agent.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Den specialiserede agent \u00f8ver sig derefter p\u00e5 den nye opgave eller arm omkring 10.000 gange, hvilket resulterer i generering af flere tr\u00e6ningsdata.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">B\u00e5de demonstrationen og de selvgenererede data indarbejdes derefter i RoboCats eksisterende datas\u00e6t.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Til sidst tr\u00e6nes en opdateret version af RoboCat ved hj\u00e6lp af det udvidede datas\u00e6t.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400\">Denne proces med kontinuerlig tr\u00e6ning og selvforbedring betyder, at RoboCats datas\u00e6t er us\u00e6dvanligt mangfoldigt.\u00a0<\/span><\/p>\n<h2>RoboCat tilpasser sig og l\u00e6rer af sine opgaver<\/h2>\n<p><span style=\"font-weight: 400\">RoboCat har is\u00e6r vist sig at v\u00e6re tilpasningsdygtig og l\u00e6rer hurtigt at betjene nye robotarme, nogle med andre konfigurationer end dem, den oprindeligt blev tr\u00e6net p\u00e5. <\/span><\/p>\n<p><span style=\"font-weight: 400\">Selv om RoboCats tr\u00e6ning i f\u00f8rste omgang omfattede arme med tofingrede gribere, lykkedes det den at tilpasse sig en mere kompleks arm med en griber med tre fingre.<\/span><\/p>\n<p><span style=\"font-weight: 400\">I et eksperiment lykkedes det RoboCat at man\u00f8vrere en ny arm til at samle sm\u00e5 tandhjul op i 86% af tilf\u00e6ldene efter at have observeret 1000 menneskekontrollerede demonstrationer. Den tilpassede sig ogs\u00e5 til at l\u00f8se komplekse opgaver, der kr\u00e6ver pr\u00e6cision og forst\u00e5else, som f.eks. at tage den rigtige frugt op af en sk\u00e5l og l\u00f8se et form-matchende puslespil.<\/span><\/p>\n<p><span style=\"font-weight: 400\">RoboCats evner n\u00e5r ikke et plateau - den bliver dygtigere og dygtigere, efterh\u00e5nden som den l\u00e6rer.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Den f\u00f8rste version af RoboCat lykkedes med at udf\u00f8re usete opgaver 36% af tiden efter at have l\u00e6rt af 500 demonstrationer pr. opgave, mens den endelige version mere end fordoblede sin succesrate til 74%.<\/span><\/p>\n<p><span style=\"font-weight: 400\">RobotCat bringer os et skridt n\u00e6rmere p\u00e5 at skabe alsidige robotter til alle form\u00e5l. Hurtig indl\u00e6ring, tilpasningsevne og selvforbedring er foruds\u00e6tninger for at bygge intelligente robotter, der integreres i deres omgivelser.<\/span><\/p>\n<p><span style=\"font-weight: 400\">RobotCats Gato-model er i \u00f8jeblikket begr\u00e6nset til en arm, men s\u00e5danne AI'er vil i sidste ende kontrollere flere lemmer og fornemme og reagere p\u00e5 deres omgivelser. <\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>DeepMind-forskere har kombineret AI med en sofistikeret robot, der kan l\u00e6re nye opgaver ud fra s\u00e5 f\u00e5 som 100 demonstrationer.  RoboCat, en banebrydende robot-AI-agent, l\u00e6rer nye opgaver fra s\u00e5 f\u00e5 som 100 demonstrationer og forbedrer sine f\u00e6rdigheder gennem selvgenererede data.  Trods sit navn er RoboCat en robotarm, der er designet til at udf\u00f8re komplekse opgaver som at stable forskellige farvede blokke i en bestemt r\u00e6kkef\u00f8lge. Se DeepMinds demonstrationer nedenfor.  Robottens innovative selvforbedrende tr\u00e6ningscyklus repr\u00e6senterer et betydeligt gennembrud inden for robotteknologi. RoboCat bruger DeepMinds multimodale model Gato, som kan behandle sprog, billeder og handlinger p\u00e5 tv\u00e6rs af simulerede og fysiske milj\u00f8er.\u00a0<\/p>","protected":false},"author":2,"featured_media":2080,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[147,102,169],"class_list":["post-2079","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>DeepMind&#039;s RoboCat learns complex tasks from as few as 100 demonstrations | DailyAI<\/title>\n<meta name=\"description\" content=\"DeepMind researchers are fusing AI with sophisticated robots to place the AI into a robot that can learn new tasks from as few as 100 demonstrations.\u00a0\" \/>\n<meta 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