{"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\/de\/2023\/06\/deepminds-robocat-learns-complex-tasks-from-as-few-as-100-demonstrations\/","title":{"rendered":"DeepMinds RoboCat lernt komplexe Aufgaben aus nur 100 Demonstrationen"},"content":{"rendered":"<p><strong>DeepMind-Forscher haben KI mit einem ausgekl\u00fcgelten Roboter kombiniert, der neue Aufgaben aus nur 100 Demonstrationen lernen kann.\u00a0<\/strong><\/p>\n<p><span style=\"font-weight: 400\">RoboCat, ein bahnbrechender KI-Roboter, lernt neue Aufgaben aus nur 100 Demonstrationen und verbessert seine F\u00e4higkeiten durch selbst generierte Daten.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Trotz seines Namens ist RoboCat ein Roboterarm, der komplexe Aufgaben wie das Stapeln verschiedenfarbiger Bl\u00f6cke in einer bestimmten Reihenfolge ausf\u00fchren kann. Sehen Sie sich unten die Demonstrationen von DeepMind an.\u00a0<\/span><\/p>\n<p><iframe loading=\"lazy\" title=\"RoboCat: Ein selbstverbessernder Roboter-Agent\" 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\">Der innovative, sich selbst verbessernde Trainingszyklus des Roboters stellt einen bedeutenden Durchbruch auf dem Gebiet der Robotik dar.<\/span><\/p>\n<p><span style=\"font-weight: 400\">RoboCat nutzt <\/span><a href=\"https:\/\/www.deepmind.com\/blog\/robocat-a-self-improving-robotic-agent\"><span style=\"font-weight: 400\">Das multimodale Modell Gato von DeepMind<\/span><\/a><span style=\"font-weight: 400\">die Sprache, Bilder und Handlungen in simulierten und realen Umgebungen verarbeiten kann.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">F\u00fcr das Training von RoboCat haben die Forscher einen umfangreichen Datensatz mit Bildsequenzen und Aktionss\u00e4tzen von verschiedenen Roboterarmen zusammengestellt, die Hunderte von Aufgaben ausf\u00fchren. Nach dem anf\u00e4nglichen Training tritt RoboCat in einen \"Selbstverbesserungs\"-Zyklus ein, in dem er neue Aufgaben bew\u00e4ltigt, was zu einer weiteren Verfeinerung f\u00fchrt.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Der Zyklus besteht aus den folgenden Schritten:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Sammlung von 100 bis 1000 Demonstrationen einer neuen Aufgabe, die mit einem von einem Menschen bedienten Roboterarm vorgef\u00fchrt wird.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Feinabstimmung von RoboCat auf die neue Aufgabe, um einen spezialisierten Agenten zu schaffen.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Der spezialisierte Agent \u00fcbt dann die neue Aufgabe oder den neuen Arm etwa 10.000 Mal, wodurch weitere Trainingsdaten generiert werden.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Sowohl die Demonstrationsdaten als auch die selbst erstellten Daten werden dann in den bestehenden Datensatz von RoboCat integriert.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Schlie\u00dflich wird eine aktualisierte Version von RoboCat unter Verwendung des erweiterten Datensatzes trainiert.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400\">Dieser Prozess des kontinuierlichen Trainings und der Selbstverbesserung bedeutet, dass der Datensatz von RoboCat au\u00dfergew\u00f6hnlich vielf\u00e4ltig ist.\u00a0<\/span><\/p>\n<h2>RoboCat passt sich an und lernt aus Aufgaben<\/h2>\n<p><span style=\"font-weight: 400\">RoboCat hat sich als anpassungsf\u00e4hig erwiesen und lernt schnell, neue Roboterarme zu bedienen, die teilweise andere Konfigurationen haben als die, f\u00fcr die er urspr\u00fcnglich trainiert wurde. <\/span><\/p>\n<p><span style=\"font-weight: 400\">Obwohl RoboCat zun\u00e4chst mit Armen mit zweizinkigen Greifern trainiert wurde, hat er sich erfolgreich an einen komplexeren Arm mit einem Greifer mit drei Fingern angepasst.<\/span><\/p>\n<p><span style=\"font-weight: 400\">In einem Experiment gelang es RoboCat nach 1000 von Menschen gesteuerten Vorf\u00fchrungen, einen neuen Arm so zu man\u00f6vrieren, dass er in 86% der Zeit kleine Zahnr\u00e4der aufheben konnte. Er konnte auch komplexe Aufgaben l\u00f6sen, die Pr\u00e4zision und Verst\u00e4ndnis erfordern, z. B. die richtige Frucht aus einer Schale herausnehmen und ein Puzzle zum Formenvergleich l\u00f6sen.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Die F\u00e4higkeiten von RoboCat stagnieren nicht, sondern werden durch Lernen immer besser.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Der ersten Version von RoboCat gelang es in 36% der F\u00e4lle, ungesehene Aufgaben zu l\u00f6sen, nachdem sie aus 500 Demonstrationen pro Aufgabe gelernt hatte, w\u00e4hrend die endg\u00fcltige Version ihre Erfolgsquote auf 74% mehr als verdoppelte.<\/span><\/p>\n<p><span style=\"font-weight: 400\">RobotCat bringt uns der Entwicklung vielseitiger, universell einsetzbarer Roboter einen Schritt n\u00e4her. Schnelles Lernen, Anpassungsf\u00e4higkeit und Selbstverbesserung sind Voraussetzungen f\u00fcr den Bau intelligenter Roboter, die sich in ihre Umgebung integrieren.<\/span><\/p>\n<p><span style=\"font-weight: 400\">W\u00e4hrend das Gato-Modell von RobotCat derzeit auf einen Arm beschr\u00e4nkt ist, wird eine solche KI in Zukunft mehrere Gliedma\u00dfen steuern, die ihre Umgebung wahrnehmen und auf sie reagieren. <\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>DeepMind-Forscher haben KI mit einem hochentwickelten Roboter kombiniert, der neue Aufgaben aus nur 100 Demonstrationen erlernen kann.  RoboCat, ein bahnbrechender KI-Roboter-Agent, lernt neue Aufgaben aus nur 100 Demonstrationen und verbessert seine F\u00e4higkeiten durch selbst generierte Daten.  Trotz seines Namens handelt es sich bei RoboCat um einen Roboterarm, der komplexe Aufgaben wie das Stapeln verschiedenfarbiger Bl\u00f6cke in einer bestimmten Reihenfolge ausf\u00fchren kann. Sehen Sie sich unten die Demonstrationen von DeepMind an.  Der innovative, sich selbst verbessernde Trainingszyklus des Roboters stellt einen bedeutenden Durchbruch auf dem Gebiet der Robotik dar. RoboCat nutzt das multimodale Modell Gato von DeepMind, das Sprache, Bilder und Aktionen in simulierten und physischen Umgebungen verarbeiten kann.\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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