{"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\/pt\/2023\/06\/deepminds-robocat-learns-complex-tasks-from-as-few-as-100-demonstrations\/","title":{"rendered":"O RoboCat da DeepMind aprende tarefas complexas a partir de apenas 100 demonstra\u00e7\u00f5es"},"content":{"rendered":"<p><strong>Os investigadores da DeepMind combinaram a IA com um rob\u00f4 sofisticado que pode aprender novas tarefas a partir de apenas 100 demonstra\u00e7\u00f5es.\u00a0<\/strong><\/p>\n<p><span style=\"font-weight: 400\">O RoboCat, um agente rob\u00f3tico inovador de IA, aprende novas tarefas a partir de apenas 100 demonstra\u00e7\u00f5es, melhorando as suas capacidades atrav\u00e9s de dados auto-gerados.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Apesar do seu nome, o RoboCat \u00e9 um bra\u00e7o rob\u00f3tico concebido para realizar tarefas complexas, como empilhar blocos de cores diferentes numa determinada ordem. Veja as demonstra\u00e7\u00f5es do DeepMind abaixo.\u00a0<\/span><\/p>\n<p><iframe loading=\"lazy\" title=\"RoboCat: Um agente rob\u00f3tico auto-aperfei\u00e7oado\" 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\">O inovador ciclo de treino de auto-aperfei\u00e7oamento do rob\u00f4 representa um avan\u00e7o significativo no dom\u00ednio da rob\u00f3tica.<\/span><\/p>\n<p><span style=\"font-weight: 400\">RoboCat utiliza <\/span><a href=\"https:\/\/www.deepmind.com\/blog\/robocat-a-self-improving-robotic-agent\"><span style=\"font-weight: 400\">O modelo multimodal Gato da DeepMind<\/span><\/a><span style=\"font-weight: 400\">que pode processar linguagem, imagens e ac\u00e7\u00f5es em ambientes simulados e f\u00edsicos.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Para o treino do RoboCat, os investigadores seleccionaram um enorme conjunto de dados de sequ\u00eancias de imagens e conjuntos de ac\u00e7\u00f5es de v\u00e1rios bra\u00e7os rob\u00f3ticos que executam centenas de tarefas. Ap\u00f3s o treino inicial, o RoboCat entra num ciclo de \"auto-aperfei\u00e7oamento\", enfrentando novas tarefas, o que leva a um maior aperfei\u00e7oamento.<\/span><\/p>\n<p><span style=\"font-weight: 400\">O ciclo consiste nas seguintes etapas:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Recolha de 100 a 1000 demonstra\u00e7\u00f5es de uma nova tarefa demonstrada com um bra\u00e7o rob\u00f3tico operado por um humano.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Afina\u00e7\u00e3o do RoboCat na nova tarefa para criar um agente especializado.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">O agente especializado pratica ent\u00e3o a nova tarefa ou bra\u00e7o cerca de 10.000 vezes, o que resulta na gera\u00e7\u00e3o de mais dados de treino.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Tanto a demonstra\u00e7\u00e3o como os dados auto-gerados s\u00e3o depois incorporados no conjunto de dados existente do RoboCat.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Finalmente, uma vers\u00e3o actualizada do RoboCat \u00e9 treinada utilizando o conjunto de dados aumentado.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400\">Este processo de forma\u00e7\u00e3o cont\u00ednua e de auto-aperfei\u00e7oamento significa que o conjunto de dados do RoboCat \u00e9 excecionalmente diversificado.\u00a0<\/span><\/p>\n<h2>O RoboCat adapta-se e aprende com as tarefas<\/h2>\n<p><span style=\"font-weight: 400\">Nomeadamente, o RoboCat provou ser adapt\u00e1vel, aprendendo rapidamente a operar novos bra\u00e7os rob\u00f3ticos, alguns com configura\u00e7\u00f5es diferentes daquelas em que foi inicialmente treinado. <\/span><\/p>\n<p><span style=\"font-weight: 400\">Por exemplo, embora o treino do RoboCat tenha inicialmente envolvido bra\u00e7os com pin\u00e7as de duas pontas, este adaptou-se com sucesso a um bra\u00e7o mais complexo com uma pin\u00e7a de tr\u00eas dedos.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Numa experi\u00eancia, depois de observar 1000 demonstra\u00e7\u00f5es controladas por humanos, o RoboCat manobrou com sucesso um novo bra\u00e7o para apanhar pequenas engrenagens em 86% das vezes. Tamb\u00e9m se adaptou para resolver tarefas complexas que exigem precis\u00e3o e compreens\u00e3o, como extrair a fruta correcta de uma tigela e resolver um puzzle de correspond\u00eancia de formas.<\/span><\/p>\n<p><span style=\"font-weight: 400\">As capacidades do RoboCat n\u00e3o se estabilizam - ele torna-se cada vez mais capaz \u00e0 medida que aprende.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">A vers\u00e3o inicial do RoboCat conseguiu realizar tarefas n\u00e3o vistas 36% do tempo ap\u00f3s aprender com 500 demonstra\u00e7\u00f5es por tarefa, enquanto a vers\u00e3o final mais do que duplicou a sua taxa de sucesso para 74%.<\/span><\/p>\n<p><span style=\"font-weight: 400\">O RobotCat aproxima-nos um pouco mais da cria\u00e7\u00e3o de rob\u00f4s vers\u00e1teis e de uso geral. A aprendizagem r\u00e1pida, a adaptabilidade e o auto-aperfei\u00e7oamento s\u00e3o pr\u00e9-requisitos para a constru\u00e7\u00e3o de rob\u00f4s inteligentes que se integrem no seu ambiente.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Embora o modelo Gato do RobotCat esteja atualmente confinado a um bra\u00e7o, essas IAs acabar\u00e3o por controlar v\u00e1rios membros, detectando e reagindo ao seu ambiente. <\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Os investigadores da DeepMind combinaram a IA com um rob\u00f4 sofisticado que consegue aprender novas tarefas a partir de apenas 100 demonstra\u00e7\u00f5es.  O RoboCat, um inovador agente rob\u00f3tico de IA, aprende novas tarefas a partir de apenas 100 demonstra\u00e7\u00f5es, melhorando as suas capacidades atrav\u00e9s de dados auto-gerados.  Apesar do seu nome, o RoboCat \u00e9 um bra\u00e7o rob\u00f3tico concebido para executar tarefas complexas, como empilhar blocos de cores diferentes numa determinada ordem. Veja as demonstra\u00e7\u00f5es da DeepMind abaixo.  O inovador ciclo de treinamento de auto-aperfei\u00e7oamento do rob\u00f4 representa um avan\u00e7o significativo no campo da rob\u00f3tica. O RoboCat utiliza o modelo multimodal Gato da DeepMind, que pode processar linguagem, imagens e ac\u00e7\u00f5es em ambientes simulados e f\u00edsicos.\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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