{"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\/nl\/2023\/06\/deepminds-robocat-learns-complex-tasks-from-as-few-as-100-demonstrations\/","title":{"rendered":"DeepMind's RoboCat leert complexe taken van slechts 100 demonstraties"},"content":{"rendered":"<p><strong>Onderzoekers van DeepMind hebben AI gecombineerd met een geavanceerde robot die nieuwe taken kan leren van slechts 100 demonstraties.\u00a0<\/strong><\/p>\n<p><span style=\"font-weight: 400\">RoboCat, een baanbrekende robotische AI-agent, leert nieuwe taken op basis van slechts 100 demonstraties en verbetert zijn vaardigheden door zelf gegenereerde gegevens.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Ondanks zijn naam is RoboCat een robotarm die is ontworpen om complexe taken uit te voeren, zoals het stapelen van verschillende gekleurde blokken in een bepaalde volgorde. Bekijk de demonstraties van DeepMind hieronder.\u00a0<\/span><\/p>\n<p><iframe loading=\"lazy\" title=\"RoboCat: een zelfverbeterende 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\">De innovatieve, zichzelf verbeterende trainingscyclus van de robot betekent een belangrijke doorbraak op het gebied van robotica.<\/span><\/p>\n<p><span style=\"font-weight: 400\">RoboCat gebruikt <\/span><a href=\"https:\/\/www.deepmind.com\/blog\/robocat-a-self-improving-robotic-agent\"><span style=\"font-weight: 400\">DeepMind's multimodale model Gato<\/span><\/a><span style=\"font-weight: 400\">die taal, beelden en acties kan verwerken in gesimuleerde en fysieke omgevingen.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Voor de training van RoboCat stelden onderzoekers een enorme dataset samen van beeldsequenties en actiesets van verschillende robotarmen die honderden taken uitvoeren. Na de initi\u00eble training gaat RoboCat een \"zelfverbeteringscyclus\" in, waarbij hij nieuwe taken uitvoert, wat leidt tot verdere verfijning.<\/span><\/p>\n<p><span style=\"font-weight: 400\">De cyclus bestaat uit de volgende stappen:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Het verzamelen van 100 tot 1000 demonstraties van een nieuwe taak gedemonstreerd met een robotarm bediend door een mens.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Fijnafstemming van RoboCat op de nieuwe taak om een gespecialiseerde agent te maken.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">De gespecialiseerde agent oefent vervolgens de nieuwe taak of arm ongeveer 10.000 keer, wat resulteert in het genereren van meer trainingsgegevens.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Zowel de demonstratiegegevens als de zelf gegenereerde gegevens worden vervolgens opgenomen in de bestaande dataset van RoboCat.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Ten slotte wordt een bijgewerkte versie van RoboCat getraind met behulp van de uitgebreide dataset.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400\">Dit proces van continue training en zelfverbetering betekent dat de dataset van RoboCat uitzonderlijk divers is.\u00a0<\/span><\/p>\n<h2>RoboCat past zich aan en leert van taken<\/h2>\n<p><span style=\"font-weight: 400\">RoboCat heeft met name bewezen zich aan te kunnen passen en leert snel nieuwe robotarmen te bedienen, sommige met andere configuraties dan waar hij in eerste instantie op getraind is. <\/span><\/p>\n<p><span style=\"font-weight: 400\">Hoewel RoboCat's training in eerste instantie bestond uit armen met twee grijpers, paste hij zich bijvoorbeeld met succes aan aan een complexere arm met een grijper met drie vingers.<\/span><\/p>\n<p><span style=\"font-weight: 400\">In \u00e9\u00e9n experiment, na het observeren van 1000 door mensen bestuurde demonstraties, manoeuvreerde RoboCat met succes een nieuwe arm om 86% van de tijd kleine tandwielen op te pakken. Hij paste zich ook aan om complexe taken op te lossen die precisie en begrip vereisen, zoals het juiste fruit uit een kom halen en het oplossen van een vormpuzzel.<\/span><\/p>\n<p><span style=\"font-weight: 400\">De vaardigheden van RoboCat zijn niet beperkt - hij wordt steeds capabeler naarmate hij bijleert.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">De eerste versie van RoboCat geslaagd in het uitvoeren van ongeziene taken 36% van de tijd na het leren van 500 demonstraties per taak, terwijl de definitieve versie meer dan verdubbeld zijn succespercentage tot 74%.<\/span><\/p>\n<p><span style=\"font-weight: 400\">RobotCat brengt ons een stap dichter bij het maken van veelzijdige robots voor algemeen gebruik. Snel leren, aanpassingsvermogen en zelfverbetering zijn voorwaarden om intelligente robots te bouwen die integreren in hun omgeving.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Het Gato-model van RobotCat is op dit moment beperkt tot een arm, maar dergelijke AI's zullen uiteindelijk meerdere ledematen besturen en hun omgeving waarnemen en erop reageren. <\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Onderzoekers van DeepMind hebben AI gecombineerd met een geavanceerde robot die nieuwe taken kan leren uit slechts 100 demonstraties.  RoboCat, een baanbrekende robotische AI-agent, leert nieuwe taken uit slechts 100 demonstraties en verbetert zijn vaardigheden door zelf gegenereerde gegevens.  Ondanks zijn naam is RoboCat een robotarm die is ontworpen om complexe taken uit te voeren, zoals het stapelen van verschillende gekleurde blokken in een bepaalde volgorde. Bekijk de demonstraties van DeepMind hieronder.  De innovatieve zelfverbeterende trainingscyclus van de robot betekent een belangrijke doorbraak op het gebied van robotica. RoboCat maakt gebruik van DeepMind's multimodale model Gato, dat taal, beelden en acties kan verwerken in gesimuleerde en fysieke omgevingen.\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 name=\"robots\" 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