{"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\/fr\/2023\/06\/deepminds-robocat-learns-complex-tasks-from-as-few-as-100-demonstrations\/","title":{"rendered":"RoboCat de DeepMind apprend des t\u00e2ches complexes \u00e0 partir de 100 d\u00e9monstrations seulement"},"content":{"rendered":"<p><strong>Les chercheurs de DeepMind ont associ\u00e9 l'IA \u00e0 un robot sophistiqu\u00e9 capable d'apprendre de nouvelles t\u00e2ches \u00e0 partir de 100 d\u00e9monstrations seulement.\u00a0<\/strong><\/p>\n<p><span style=\"font-weight: 400\">RoboCat, un agent d'intelligence artificielle r\u00e9volutionnaire, apprend de nouvelles t\u00e2ches \u00e0 partir de 100 d\u00e9monstrations seulement, en am\u00e9liorant ses comp\u00e9tences gr\u00e2ce aux donn\u00e9es qu'il g\u00e9n\u00e8re lui-m\u00eame.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Malgr\u00e9 son nom, RoboCat est un bras robotique con\u00e7u pour effectuer des t\u00e2ches complexes, comme empiler des blocs de diff\u00e9rentes couleurs dans un ordre particulier. Voir les d\u00e9monstrations de DeepMind ci-dessous.\u00a0<\/span><\/p>\n<p><iframe loading=\"lazy\" title=\"RoboCat : un agent robotique auto-am\u00e9liorant\" 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\">Le cycle d'entra\u00eenement innovant du robot, qui s'am\u00e9liore de lui-m\u00eame, repr\u00e9sente une avanc\u00e9e significative dans le domaine de la robotique.<\/span><\/p>\n<p><span style=\"font-weight: 400\">RoboCat utilise <\/span><a href=\"https:\/\/www.deepmind.com\/blog\/robocat-a-self-improving-robotic-agent\"><span style=\"font-weight: 400\">Le mod\u00e8le multimodal Gato de DeepMind<\/span><\/a><span style=\"font-weight: 400\">qui peut traiter le langage, les images et les actions dans des environnements simul\u00e9s et physiques.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Pour l'entra\u00eenement de RoboCat, les chercheurs ont constitu\u00e9 un vaste ensemble de donn\u00e9es de s\u00e9quences d'images et d'actions provenant de diff\u00e9rents bras robotis\u00e9s effectuant des centaines de t\u00e2ches. Apr\u00e8s la formation initiale, RoboCat entre dans un cycle d'\"auto-am\u00e9lioration\", s'attaquant \u00e0 de nouvelles t\u00e2ches, ce qui lui permet de se perfectionner.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Le cycle se compose des \u00e9tapes suivantes :<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Collecte de 100 \u00e0 1000 d\u00e9monstrations d'une nouvelle t\u00e2che effectu\u00e9e avec un bras robotis\u00e9 command\u00e9 par un humain.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Ajustement de RoboCat \u00e0 la nouvelle t\u00e2che pour cr\u00e9er un agent sp\u00e9cialis\u00e9.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">L'agent sp\u00e9cialis\u00e9 s'exerce ensuite \u00e0 la nouvelle t\u00e2che ou au nouveau bras environ 10 000 fois, ce qui permet de g\u00e9n\u00e9rer davantage de donn\u00e9es de formation.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Les donn\u00e9es de d\u00e9monstration et les donn\u00e9es autog\u00e9n\u00e9r\u00e9es sont ensuite int\u00e9gr\u00e9es \u00e0 l'ensemble de donn\u00e9es existant de RoboCat.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Enfin, une version actualis\u00e9e de RoboCat est entra\u00een\u00e9e \u00e0 l'aide de l'ensemble de donn\u00e9es augment\u00e9.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400\">Ce processus de formation continue et d'auto-am\u00e9lioration signifie que l'ensemble de donn\u00e9es de RoboCat est exceptionnellement diversifi\u00e9.\u00a0<\/span><\/p>\n<h2>RoboCat s'adapte et apprend de ses t\u00e2ches<\/h2>\n<p><span style=\"font-weight: 400\">RoboCat s'est notamment r\u00e9v\u00e9l\u00e9 adaptable, apprenant rapidement \u00e0 utiliser de nouveaux bras robotis\u00e9s, dont certains avec des configurations diff\u00e9rentes de celles sur lesquelles il avait \u00e9t\u00e9 form\u00e9 au d\u00e9part. <\/span><\/p>\n<p><span style=\"font-weight: 400\">Par exemple, bien que l'entra\u00eenement de RoboCat ait d'abord port\u00e9 sur des bras dot\u00e9s de pinces \u00e0 deux doigts, il s'est adapt\u00e9 avec succ\u00e8s \u00e0 un bras plus complexe dot\u00e9 d'une pince \u00e0 trois doigts.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Lors d'une exp\u00e9rience, apr\u00e8s avoir observ\u00e9 1 000 d\u00e9monstrations contr\u00f4l\u00e9es par des humains, RoboCat a r\u00e9ussi \u00e0 man\u0153uvrer un nouveau bras pour saisir de petits engrenages 86% du temps. Il s'est \u00e9galement adapt\u00e9 pour r\u00e9soudre des t\u00e2ches complexes n\u00e9cessitant de la pr\u00e9cision et de la compr\u00e9hension, comme extraire le bon fruit d'un bol et r\u00e9soudre un puzzle de correspondance de formes.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Les capacit\u00e9s de RoboCat ne s'arr\u00eatent pas : elles augmentent au fur et \u00e0 mesure qu'il apprend.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">La version initiale de RoboCat a r\u00e9ussi \u00e0 effectuer des t\u00e2ches in\u00e9dites 36% du temps apr\u00e8s avoir appris \u00e0 partir de 500 d\u00e9monstrations par t\u00e2che, tandis que la version finale a plus que doubl\u00e9 son taux de r\u00e9ussite pour atteindre 74%.<\/span><\/p>\n<p><span style=\"font-weight: 400\">RobotCat nous rapproche de la cr\u00e9ation de robots polyvalents \u00e0 usage g\u00e9n\u00e9ral. L'apprentissage rapide, l'adaptabilit\u00e9 et l'auto-am\u00e9lioration sont des conditions pr\u00e9alables \u00e0 la construction de robots intelligents qui s'int\u00e8grent dans leur environnement.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Alors que le mod\u00e8le Gato de RobotCat est actuellement limit\u00e9 \u00e0 un bras, de telles IA contr\u00f4leront \u00e0 terme plusieurs membres, d\u00e9tectant et r\u00e9agissant \u00e0 leur environnement. <\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Les chercheurs de DeepMind ont associ\u00e9 l'IA \u00e0 un robot sophistiqu\u00e9 capable d'apprendre de nouvelles t\u00e2ches \u00e0 partir de 100 d\u00e9monstrations seulement.  RoboCat, un agent d'IA robotique r\u00e9volutionnaire, apprend de nouvelles t\u00e2ches \u00e0 partir de 100 d\u00e9monstrations seulement, en am\u00e9liorant ses comp\u00e9tences gr\u00e2ce aux donn\u00e9es qu'il g\u00e9n\u00e8re lui-m\u00eame.  Malgr\u00e9 son nom, RoboCat est un bras robotique con\u00e7u pour effectuer des t\u00e2ches complexes, comme empiler des blocs de diff\u00e9rentes couleurs dans un ordre particulier. Voir les d\u00e9monstrations de DeepMind ci-dessous.  Le cycle d'entra\u00eenement innovant du robot, qui s'am\u00e9liore de lui-m\u00eame, repr\u00e9sente une avanc\u00e9e significative dans le domaine de la robotique. RoboCat utilise le mod\u00e8le multimodal Gato de DeepMind, qui peut traiter le langage, les images et les actions dans des environnements simul\u00e9s et physiques.\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\" 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