{"id":327475,"date":"2025-10-23T11:53:33","date_gmt":"2025-10-23T09:53:33","guid":{"rendered":"https:\/\/www.aivancity.ai\/blog\/?p=327475"},"modified":"2026-01-26T11:49:00","modified_gmt":"2026-01-26T10:49:00","slug":"deepmind-devoile-deux-modeles-robotics-qui-dopent-lintelligence-des-robots","status":"publish","type":"post","link":"https:\/\/aivancity.ai\/blog\/deepmind-devoile-deux-modeles-robotics-qui-dopent-lintelligence-des-robots\/","title":{"rendered":"DeepMind d\u00e9voile deux mod\u00e8les \u201cRobotics\u201d qui dopent l\u2019intelligence des robots"},"content":{"rendered":"\n<p class=\"text-justify\">Et si les robots pouvaient enfin raisonner comme nous ? L\u2019entreprise <strong>Google DeepMind<\/strong> vient de pr\u00e9senter deux mod\u00e8les d\u2019intelligence artificielle, baptis\u00e9s <strong>RT-X<\/strong> et <strong>AutoRT<\/strong>, capables de donner aux robots une compr\u00e9hension bien plus fine de leur environnement.<br>Ces syst\u00e8mes, issus de la recherche en apprentissage multimodal, marquent une avanc\u00e9e majeure vers une <strong>robotique cognitive<\/strong>, o\u00f9 les machines ne se contentent plus d\u2019ex\u00e9cuter des ordres, mais <strong>analysent, apprennent et expliquent leurs actions<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-874eeb10022f440cec6d23c099ce9f91\" style=\"color:#986e13\">Une double avanc\u00e9e : RT-X et AutoRT<\/h2>\n\n\n\n<p class=\"text-justify\">DeepMind ne parle pas ici de simples mod\u00e8les de contr\u00f4le m\u00e9canique, mais de v\u00e9ritables <strong>architectures d\u2019intelligence g\u00e9n\u00e9rale appliqu\u00e9e \u00e0 la robotique<\/strong>.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>Caract\u00e9ristiques<\/strong><strong><\/strong><\/td><td><strong>RT-X<\/strong><strong><\/strong><\/td><td><strong>AutoRT<\/strong><strong><\/strong><\/td><\/tr><\/thead><tbody><tr><td><strong>Type de mod\u00e8le<\/strong><\/td><td>Mod\u00e8le unifi\u00e9 de raisonnement et d\u2019action robotique<\/td><td>Syst\u00e8me d\u2019orchestration et d\u2019autonomie multi-robots<\/td><\/tr><tr><td><strong>Objectif principal<\/strong><\/td><td>Comprendre et ex\u00e9cuter des instructions en langage naturel<\/td><td>Planifier, coordonner et optimiser l\u2019action de plusieurs robots simultan\u00e9ment<\/td><\/tr><tr><td><strong>Apprentissage<\/strong><\/td><td>Bas\u00e9 sur plus de <strong>30 laboratoires<\/strong> et <strong>17 milliards de param\u00e8tres<\/strong><\/td><td>Auto-apprentissage continu avec retour d\u2019exp\u00e9rience autonome<\/td><\/tr><tr><td><strong>Entr\u00e9es<\/strong><\/td><td>Vision, texte, interaction verbale<\/td><td>Donn\u00e9es de capteurs multiples, vision et retour de performance<\/td><\/tr><tr><td><strong>Capacit\u00e9s cl\u00e9s<\/strong><\/td><td>Compr\u00e9hension contextuelle, transfert de t\u00e2ches, raisonnement explicable<\/td><td>Coordination, auto-correction, gestion de flottes robotis\u00e9es<\/td><\/tr><tr><td><strong>Vitesse d\u2019adaptation<\/strong><\/td><td>Jusqu\u2019\u00e0 <strong>60 % plus rapide<\/strong> que les anciens syst\u00e8mes de DeepMind<\/td><td>Optimisation en temps r\u00e9el gr\u00e2ce \u00e0 un moteur d\u2019auto-planification<\/td><\/tr><tr><td><strong>Domaines d\u2019application<\/strong><\/td><td>Robotique domestique, industrielle et exp\u00e9rimentale<\/td><td>Environnements multi-agents : entrep\u00f4ts, laboratoires, h\u00f4pitaux<\/td><\/tr><tr><td><strong>Niveau d\u2019autonomie<\/strong><\/td><td>Raisonnement guid\u00e9 par le langage<\/td><td>Contr\u00f4le strat\u00e9gique autonome sous supervision humaine<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"embed-container\"><iframe loading=\"lazy\" title=\"Gemini Robotics Demo: Desk Organization\" width=\"1140\" height=\"641\" src=\"https:\/\/www.youtube.com\/embed\/K4FYiK4CFp0?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><\/div>\n<\/div><\/figure>\n\n\n\n<p class=\"text-justify\">Cette d\u00e9monstration illustre la capacit\u00e9 de RT-X \u00e0 interpr\u00e9ter des instructions complexes comme <em>\u00ab Range les objets sur la table par couleur \u00bb<\/em> et \u00e0 ajuster ses gestes de mani\u00e8re autonome.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"embed-container\"><iframe loading=\"lazy\" title=\"Google DeepMind Introduces RT-X Models - Super Robots AI\" width=\"1140\" height=\"641\" src=\"https:\/\/www.youtube.com\/embed\/a7BkJmTbohI?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><\/div>\n<\/div><\/figure>\n\n\n\n<p class=\"text-justify\">Dans cette seconde vid\u00e9o, DeepMind montre comment RT-X et AutoRT interagissent pour manipuler des objets, \u00e9viter des obstacles ou coordonner plusieurs robots dans un m\u00eame espace de travail.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-5ce89f625625778b72d4fee900013d67\" style=\"color:#986e13\">Une IA capable de comprendre et d\u2019expliquer ses actions<\/h2>\n\n\n\n<p class=\"text-justify\">Les mod\u00e8les de DeepMind s\u2019appuient sur une combinaison de <strong>vision artificielle, de raisonnement spatial et de langage naturel<\/strong>. L\u00e0 o\u00f9 les anciens syst\u00e8mes n\u00e9cessitaient un entra\u00eenement sp\u00e9cifique pour chaque t\u00e2che, RT-X apprend \u00e0 <strong>g\u00e9n\u00e9raliser<\/strong>.<\/p>\n\n\n\n<p class=\"text-justify\">En combinant images, descriptions et instructions verbales, il devient capable d\u2019\u00e9laborer un plan d\u2019action complet et de justifier ses choix. Un robot peut ainsi expliquer pourquoi il choisit un itin\u00e9raire particulier ou d\u00e9cide de d\u00e9placer un objet plut\u00f4t qu\u2019un autre.<\/p>\n\n\n\n<p class=\"text-justify\">Selon DeepMind, RT-X repose sur une architecture multimodale de <strong>17 milliards de param\u00e8tres<\/strong>, capable d\u2019int\u00e9grer des signaux visuels et textuels pour comprendre le contexte d\u2019une action.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-9a13f5cd01eef890dce9ce03f843ca4f\" style=\"color:#986e13\">Des robots qui apprennent comme des enfants<\/h2>\n\n\n\n<p>Ce qui distingue ces mod\u00e8les, c\u2019est leur capacit\u00e9 \u00e0 <strong>apprendre de leurs erreurs<\/strong>.<br>AutoRT int\u00e8gre un m\u00e9canisme d\u2019auto-\u00e9valuation qui lui permet de corriger ses actions et d\u2019am\u00e9liorer ses performances sans supervision humaine constante.<\/p>\n\n\n\n<p class=\"text-justify\">Les chercheurs de DeepMind comparent ce comportement \u00e0 une forme d\u2019<strong>apprentissage d\u00e9veloppemental<\/strong>, semblable \u00e0 celle d\u2019un enfant qui d\u00e9couvre le monde par essais et erreurs.<\/p>\n\n\n\n<p class=\"text-justify\">Cette approche permet d\u2019obtenir une robotique plus autonome, plus adaptative et capable d\u2019agir dans des contextes impr\u00e9visibles.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-202f51703b8ec10979e7c6c7916136f7\" style=\"color:#986e13\">Une r\u00e9volution pour la robotique mondiale<\/h2>\n\n\n\n<p class=\"text-justify\">L\u2019impact de ces mod\u00e8les d\u00e9passe la simple performance technique.<br>DeepMind a con\u00e7u RT-X et AutoRT comme des syst\u00e8mes <strong>ouverts et collaboratifs<\/strong> : plus de <strong>30 laboratoires internationaux<\/strong> participent \u00e0 leur d\u00e9veloppement dans le cadre du projet <strong>Open X-Embodiment<\/strong>.<\/p>\n\n\n\n<p class=\"text-justify\">Cette initiative vise \u00e0 cr\u00e9er une <strong>base de connaissances partag\u00e9e<\/strong> entre robots, o\u00f9 chaque exp\u00e9rience d\u2019apprentissage peut \u00eatre mutualis\u00e9e.<br>Un robot form\u00e9 dans un laboratoire de Tokyo pourrait ainsi b\u00e9n\u00e9ficier instantan\u00e9ment de l\u2019exp\u00e9rience d\u2019un autre robot bas\u00e9 \u00e0 Zurich.<\/p>\n\n\n\n<p class=\"text-justify\">Selon les estimations de DeepMind, l\u2019usage combin\u00e9 d\u2019AutoRT et de RT-X pourrait <strong>accro\u00eetre de 60 % la vitesse d\u2019adaptation des robots<\/strong> dans des environnements complexes tels que les entrep\u00f4ts, les h\u00f4pitaux ou les habitations<sup><a href=\"#ref1\">1<\/a><\/sup>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-ae3563d3b8e6e84684081c65a0c8d014\" style=\"color:#986e13\">Vers des robots \u201cpensants\u201d<\/h2>\n\n\n\n<p class=\"text-justify\">Ces avanc\u00e9es marquent une rupture profonde : les robots de demain ne seront plus de simples ex\u00e9cutants, mais de v\u00e9ritables <strong>agents r\u00e9flexifs<\/strong>, capables de <strong>raisonner, planifier et expliquer leurs d\u00e9cisions<\/strong>.<\/p>\n\n\n\n<p class=\"text-justify\">Un robot RT-X pourrait ainsi dire : <em>\u00ab J\u2019ai d\u00e9plac\u00e9 cet objet pour \u00e9viter une collision \u00bb<\/em>, ou <em>\u00ab Cette surface semble instable, je choisis un autre point d\u2019appui \u00bb<\/em>.<br>Cette transparence, rare en robotique, repr\u00e9sente un tournant vers des <strong>IA explicables et responsables<\/strong>, mieux int\u00e9gr\u00e9es dans les environnements humains.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-8408c6aa038505713ae2e95944da06ab\" style=\"color:#986e13\">Les d\u00e9fis \u00e9thiques et le r\u00f4le du contr\u00f4le humain<\/h2>\n\n\n\n<p>L\u2019autonomie croissante des robots suscite des interrogations :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Jusqu\u2019o\u00f9 faut-il leur laisser prendre des d\u00e9cisions ?<\/li>\n\n\n\n<li>Qui est responsable en cas d\u2019erreur ?<\/li>\n\n\n\n<li>Comment \u00e9viter les d\u00e9rives d\u2019un apprentissage auto-dirig\u00e9 ?<\/li>\n<\/ul>\n\n\n\n<p class=\"text-justify\">DeepMind insiste sur la pr\u00e9sence d\u2019un <strong>contr\u00f4le humain permanent<\/strong> et sur la conception d\u2019un cadre de s\u00e9curit\u00e9 renforc\u00e9. Les mod\u00e8les RT-X et AutoRT ne peuvent agir que dans des contextes d\u00e9finis et valid\u00e9s.<br>L\u2019entreprise exclut explicitement toute utilisation militaire ou de surveillance.<\/p>\n\n\n\n<p class=\"text-justify\">Mais plusieurs chercheurs appellent \u00e0 la cr\u00e9ation d\u2019une <strong>r\u00e9gulation internationale de la robotique cognitive<\/strong>, afin d\u2019encadrer ces technologies \u00e9mergentes et de garantir leur usage \u00e9thique<sup><a href=\"#ref2\">2<\/a><\/sup>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-14f1efabf7fbd9657798d93010ff42f2\" style=\"color:#986e13\">Vers une nouvelle \u00e8re de la robotique cognitive<\/h2>\n\n\n\n<p class=\"text-justify\">Avec RT-X et AutoRT, DeepMind rapproche un peu plus l\u2019intelligence artificielle de la cognition humaine. Ces mod\u00e8les ouvrent la voie \u00e0 des <strong>robots v\u00e9ritablement adaptatifs<\/strong>, capables de comprendre le langage, d\u2019interagir naturellement et d\u2019apprendre de leur environnement.<\/p>\n\n\n\n<p class=\"text-justify\">Cette convergence entre perception, langage et action pourrait transformer la robotique dans la d\u00e9cennie \u00e0 venir : de l\u2019industrie \u00e0 la sant\u00e9, de la logistique \u00e0 la recherche spatiale, les robots deviennent des partenaires de pens\u00e9e.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-51059293d6ca7238da826f4e8690abe2\" style=\"color:#0064c6\">Pour aller plus loin&nbsp;<\/h2>\n\n\n\n<p class=\"text-justify\">Vous pouvez \u00e9galement consulter l\u2019article <a href=\"https:\/\/www.aivancity.ai\/blog\/gemini-dote-les-astronomes-dun-nouvel-oeil-lia-detecte-les-mysteres-du-ciel-nocturne\/\"><strong>Gemini dote les astronomes d\u2019un nouvel \u0153il : l\u2019IA d\u00e9tecte les myst\u00e8res du ciel nocturne<\/strong><\/a>, qui explore une autre application de l\u2019intelligence artificielle g\u00e9n\u00e9raliste dans le domaine scientifique.<\/p>\n\n\n\n<h3 class=\"wp-block-heading text-justify has-text-color has-link-color wp-elements-9563d62d3a2a5bb3e04e421e0c2d68f4\" style=\"color:#5a5e83\">R\u00e9f\u00e9rences<\/h3>\n\n\n\n<p id=\"ref1\" style=\"text-align:justify;\">1. DeepMind. (2025). Introducing RT-X and AutoRT: Toward General-Purpose Robots.   <br> \n<a href=\"https:\/\/deepmind.google \" target=\"_blank\">https:\/\/deepmind.google  <\/a>\n<\/p>\n\n\n\n<p id=\"ref2\" style=\"text-align:justify;\">2. European Robotics Forum. (2024). Ethics and Regulation of Cognitive Robotics.  <br> \n<a href=\"https:\/\/roboticsforum.eu  \" target=\"_blank\">https:\/\/roboticsforum.eu <\/a>\n<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Et si les robots pouvaient enfin raisonner comme nous ? L\u2019entreprise Google DeepMind vient de pr\u00e9senter deux mod\u00e8les d\u2019intelligence artificielle, baptis\u00e9s RT-X et AutoRT, capables de donner aux robots une compr\u00e9hension bien plus fine de&#8230;<\/p>\n","protected":false},"author":2,"featured_media":506241,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[65],"tags":[59],"class_list":{"0":"post-327475","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ia-robotique","8":"tag-parlonsia"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>DeepMind d\u00e9voile deux mod\u00e8les \u201cRobotics\u201d qui dopent l\u2019intelligence des robots - aivancity blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.aivancity.ai\/blog\/deepmind-devoile-deux-modeles-robotics-qui-dopent-lintelligence-des-robots\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"DeepMind d\u00e9voile deux mod\u00e8les \u201cRobotics\u201d qui dopent l\u2019intelligence des robots - aivancity blog\" \/>\n<meta property=\"og:description\" content=\"Et si les robots pouvaient enfin raisonner comme nous ? 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