{"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\/sv\/2023\/06\/deepminds-robocat-learns-complex-tasks-from-as-few-as-100-demonstrations\/","title":{"rendered":"DeepMinds RoboCat l\u00e4r sig komplexa uppgifter fr\u00e5n s\u00e5 f\u00e5 som 100 demonstrationer"},"content":{"rendered":"<p><strong>DeepMind-forskare har kombinerat AI med en sofistikerad robot som kan l\u00e4ra sig nya uppgifter fr\u00e5n s\u00e5 f\u00e5 som 100 demonstrationer.\u00a0<\/strong><\/p>\n<p><span style=\"font-weight: 400\">RoboCat, en banbrytande robot-AI-agent, l\u00e4r sig nya uppgifter fr\u00e5n s\u00e5 f\u00e5 som 100 demonstrationer och f\u00f6rb\u00e4ttrar sina f\u00e4rdigheter genom sj\u00e4lvgenererad data.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Trots sitt namn \u00e4r RoboCat en robotarm som \u00e4r utformad f\u00f6r att utf\u00f6ra komplexa uppgifter som att stapla olikf\u00e4rgade block i en viss ordning. Se DeepMinds demonstrationer nedan.\u00a0<\/span><\/p>\n<p><iframe loading=\"lazy\" title=\"RoboCat: En sj\u00e4lvf\u00f6rb\u00e4ttrande 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\">Robotens innovativa, sj\u00e4lvf\u00f6rb\u00e4ttrande tr\u00e4ningscykel inneb\u00e4r ett betydande genombrott inom robottekniken.<\/span><\/p>\n<p><span style=\"font-weight: 400\">RoboCat utnyttjar <\/span><a href=\"https:\/\/www.deepmind.com\/blog\/robocat-a-self-improving-robotic-agent\"><span style=\"font-weight: 400\">DeepMinds multimodala modell Gato<\/span><\/a><span style=\"font-weight: 400\">som kan bearbeta spr\u00e5k, bilder och handlingar i simulerade och fysiska milj\u00f6er.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">F\u00f6r RoboCats tr\u00e4ning har forskarna sammanst\u00e4llt ett massivt dataset med bildsekvenser och action-set fr\u00e5n olika robotarmar som utf\u00f6r hundratals uppgifter. Efter den inledande tr\u00e4ningen g\u00e5r RoboCat in i en \"sj\u00e4lvf\u00f6rb\u00e4ttringscykel\" d\u00e4r den tar sig an nya uppgifter, vilket leder till ytterligare f\u00f6rfining.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Cykeln best\u00e5r av f\u00f6ljande steg:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Insamling av 100 till 1000 demonstrationer av en ny uppgift som demonstreras med en robotarm som styrs av en m\u00e4nniska.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Finjustera RoboCat p\u00e5 den nya uppgiften f\u00f6r att skapa en specialiserad agent.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Den specialiserade agenten \u00f6var sedan p\u00e5 den nya uppgiften eller armen cirka 10.000 g\u00e5nger, vilket resulterar i att mer tr\u00e4ningsdata genereras.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">B\u00e5de demonstrationen och egengenererade data inf\u00f6rlivas sedan i RoboCats befintliga dataset.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Slutligen tr\u00e4nas en uppdaterad version av RoboCat med hj\u00e4lp av det ut\u00f6kade datasetet.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400\">Denna process med kontinuerlig utbildning och sj\u00e4lvf\u00f6rb\u00e4ttring inneb\u00e4r att RoboCats dataset \u00e4r exceptionellt m\u00e5ngsidigt.\u00a0<\/span><\/p>\n<h2>RoboCat anpassar sig och l\u00e4r sig av uppgifter<\/h2>\n<p><span style=\"font-weight: 400\">RoboCat har visat sig vara anpassningsbar och l\u00e4r sig snabbt att anv\u00e4nda nya robotarmar, vissa med andra konfigurationer \u00e4n de som den ursprungligen utbildades p\u00e5. <\/span><\/p>\n<p><span style=\"font-weight: 400\">Till exempel, \u00e4ven om RoboCats tr\u00e4ning inledningsvis omfattade armar med tv\u00e5fingrade grepp, anpassade den sig framg\u00e5ngsrikt till en mer komplex arm med ett trefingrat grepp.<\/span><\/p>\n<p><span style=\"font-weight: 400\">I ett experiment, efter att ha observerat 1000 m\u00e4nskligt styrda demonstrationer, man\u00f6vrerade RoboCat framg\u00e5ngsrikt en ny arm f\u00f6r att plocka upp sm\u00e5 kugghjul 86% av tiden. Den anpassade sig ocks\u00e5 f\u00f6r att l\u00f6sa komplexa uppgifter som kr\u00e4ver precision och f\u00f6rst\u00e5else, till exempel att ta ut r\u00e4tt frukt ur en sk\u00e5l och l\u00f6sa ett form-matchningspussel.<\/span><\/p>\n<p><span style=\"font-weight: 400\">RoboCats f\u00f6rm\u00e5gor n\u00e5r inte n\u00e5gon plat\u00e5 - den blir alltmer kapabel i takt med att den l\u00e4r sig.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Den f\u00f6rsta versionen av RoboCat lyckades utf\u00f6ra ok\u00e4nda uppgifter 36% av tiden efter att ha l\u00e4rt sig fr\u00e5n 500 demonstrationer per uppgift, medan den slutliga versionen mer \u00e4n f\u00f6rdubblade sin framg\u00e5ngsgrad till 74%.<\/span><\/p>\n<p><span style=\"font-weight: 400\">RobotCat tar oss ett steg n\u00e4rmare att skapa m\u00e5ngsidiga robotar f\u00f6r allm\u00e4nna \u00e4ndam\u00e5l. Snabb inl\u00e4rning, anpassningsf\u00f6rm\u00e5ga och sj\u00e4lvf\u00f6rb\u00e4ttring \u00e4r f\u00f6ruts\u00e4ttningar f\u00f6r att bygga intelligenta robotar som integreras i sin omgivning.<\/span><\/p>\n<p><span style=\"font-weight: 400\">RobotCats Gato-modell \u00e4r f\u00f6r n\u00e4rvarande begr\u00e4nsad till en arm, men s\u00e5dana AI:er kommer s\u00e5 sm\u00e5ningom att styra flera lemmar och k\u00e4nna av och reagera p\u00e5 sin omgivning. <\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>DeepMind-forskare har kombinerat AI med en sofistikerad robot som kan l\u00e4ra sig nya uppgifter fr\u00e5n s\u00e5 f\u00e5 som 100 demonstrationer.  RoboCat, en banbrytande robot-AI-agent, l\u00e4r sig nya uppgifter fr\u00e5n s\u00e5 f\u00e5 som 100 demonstrationer och f\u00f6rb\u00e4ttrar sina f\u00e4rdigheter genom sj\u00e4lvgenererad data.  Trots sitt namn \u00e4r RoboCat en robotarm som \u00e4r utformad f\u00f6r att utf\u00f6ra komplexa uppgifter som att stapla olikf\u00e4rgade block i en viss ordning. Se DeepMinds demonstrationer nedan.  Robotens innovativa sj\u00e4lvf\u00f6rb\u00e4ttrande tr\u00e4ningscykel utg\u00f6r ett betydande genombrott inom robotikomr\u00e5det. RoboCat anv\u00e4nder DeepMinds multimodala modell Gato, som kan bearbeta spr\u00e5k, bilder och handlingar i b\u00e5de simulerade och fysiska milj\u00f6er.\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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