{"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\/es\/2023\/06\/deepminds-robocat-learns-complex-tasks-from-as-few-as-100-demonstrations\/","title":{"rendered":"El RoboCat de DeepMind aprende tareas complejas a partir de tan s\u00f3lo 100 demostraciones"},"content":{"rendered":"<p><strong>Los investigadores de DeepMind han combinado la IA con un sofisticado robot capaz de aprender nuevas tareas a partir de tan solo 100 demostraciones.\u00a0<\/strong><\/p>\n<p><span style=\"font-weight: 400\">RoboCat, un innovador agente rob\u00f3tico de IA, aprende nuevas tareas a partir de tan s\u00f3lo 100 demostraciones, mejorando sus habilidades mediante datos autogenerados.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">A pesar de su nombre, RoboCat es un brazo rob\u00f3tico dise\u00f1ado para realizar tareas complejas, como apilar bloques de distintos colores en un orden determinado. Vea las demostraciones de DeepMind a continuaci\u00f3n.\u00a0<\/span><\/p>\n<p><iframe loading=\"lazy\" title=\"RoboCat: un agente rob\u00f3tico que se mejora a s\u00ed mismo\" 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\">El innovador ciclo de entrenamiento de mejora autom\u00e1tica del robot representa un avance significativo en el campo de la 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\">Gato, el modelo multimodal de DeepMind<\/span><\/a><span style=\"font-weight: 400\">que puede procesar lenguaje, im\u00e1genes y acciones en entornos simulados y f\u00edsicos.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Para entrenar a RoboCat, los investigadores recopilaron un enorme conjunto de datos de secuencias de im\u00e1genes y acciones de varios brazos rob\u00f3ticos que realizaban cientos de tareas. Tras el entrenamiento inicial, RoboCat entra en un ciclo de \"autosuperaci\u00f3n\" en el que aborda nuevas tareas que le llevan a perfeccionarse.<\/span><\/p>\n<p><span style=\"font-weight: 400\">El ciclo consta de los siguientes pasos:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Recopilaci\u00f3n de 100 a 1000 demostraciones de una nueva tarea realizada con un brazo rob\u00f3tico manejado por un humano.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Puesta a punto de RoboCat en la nueva tarea para crear un agente especializado.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">A continuaci\u00f3n, el agente especializado practica la nueva tarea o brazo unas 10.000 veces, lo que da lugar a la generaci\u00f3n de m\u00e1s datos de entrenamiento.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Tanto los datos de la demostraci\u00f3n como los autogenerados se incorporan al conjunto de datos existente de RoboCat.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Por \u00faltimo, se entrena una versi\u00f3n actualizada de RoboCat utilizando el conjunto de datos aumentado.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400\">Este proceso de formaci\u00f3n continua y superaci\u00f3n personal significa que el conjunto de datos de RoboCat es excepcionalmente diverso.\u00a0<\/span><\/p>\n<h2>RoboCat se adapta y aprende de las tareas<\/h2>\n<p><span style=\"font-weight: 400\">RoboCat ha demostrado su capacidad de adaptaci\u00f3n y aprende r\u00e1pidamente a manejar nuevos brazos rob\u00f3ticos, algunos con configuraciones distintas a las que se le ense\u00f1aron inicialmente. <\/span><\/p>\n<p><span style=\"font-weight: 400\">Por ejemplo, aunque el entrenamiento de RoboCat consisti\u00f3 inicialmente en brazos con pinzas de dos dedos, se adapt\u00f3 con \u00e9xito a un brazo m\u00e1s complejo con una pinza de tres dedos.<\/span><\/p>\n<p><span style=\"font-weight: 400\">En un experimento, tras observar 1.000 demostraciones controladas por humanos, RoboCat maniobr\u00f3 con \u00e9xito un nuevo brazo para coger peque\u00f1os engranajes el 86% de las veces. Tambi\u00e9n se adapt\u00f3 para resolver tareas complejas que requer\u00edan precisi\u00f3n y comprensi\u00f3n, como extraer la fruta correcta de un cuenco y resolver un rompecabezas de emparejamiento de formas.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Las habilidades de RoboCat no se estancan, sino que aumentan a medida que aprende.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">La versi\u00f3n inicial de RoboCat consigui\u00f3 realizar tareas no vistas el 36% de las veces tras aprender de 500 demostraciones por tarea, mientras que la versi\u00f3n final duplic\u00f3 con creces su tasa de \u00e9xito hasta 74%.<\/span><\/p>\n<p><span style=\"font-weight: 400\">RobotCat nos acerca un paso m\u00e1s a la creaci\u00f3n de robots vers\u00e1tiles y de uso general. El aprendizaje r\u00e1pido, la adaptabilidad y la autosuperaci\u00f3n son requisitos indispensables para construir robots inteligentes que se integren en su entorno.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Aunque el modelo Gato de RobotCat se limita actualmente a un brazo, este tipo de inteligencia artificial acabar\u00e1 controlando varias extremidades, detectando su entorno y reaccionando ante \u00e9l. <\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Investigadores de DeepMind han combinado la IA con un sofisticado robot capaz de aprender nuevas tareas a partir de tan solo 100 demostraciones.  RoboCat, un innovador agente rob\u00f3tico de IA, aprende nuevas tareas a partir de tan solo 100 demostraciones, mejorando sus habilidades mediante datos autogenerados.  A pesar de su nombre, RoboCat es un brazo rob\u00f3tico dise\u00f1ado para realizar tareas complejas, como apilar bloques de diferentes colores en un orden determinado. Vea las demostraciones de DeepMind a continuaci\u00f3n.  El innovador ciclo de entrenamiento de auto-mejora del robot representa un avance significativo en el campo de la rob\u00f3tica. RoboCat utiliza el modelo multimodal Gato de DeepMind, capaz de procesar lenguaje, im\u00e1genes y acciones en entornos simulados y 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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