{"id":13803,"date":"2024-08-10T09:37:16","date_gmt":"2024-08-10T09:37:16","guid":{"rendered":"https:\/\/dailyai.com\/?p=13803"},"modified":"2024-08-18T12:12:43","modified_gmt":"2024-08-18T12:12:43","slug":"deepmind-build-table-tennis-robot-that-beats-newbie-players-100-of-the-time","status":"publish","type":"post","link":"https:\/\/dailyai.com\/es\/2024\/08\/deepmind-build-table-tennis-robot-that-beats-newbie-players-100-of-the-time\/","title":{"rendered":"DeepMind construye un robot de tenis de mesa que gana a los jugadores novatos 100% de las veces"},"content":{"rendered":"<p><strong>Investigadores de Google DeepMind han desarrollado un robot impulsado por IA capaz de jugar al tenis de mesa de competici\u00f3n al nivel de un humano aficionado.\u00a0<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">Registrar la presencia de una pelota de ping-pong, calcular su direcci\u00f3n y mover la pala para golpearla -todo ello en una fracci\u00f3n de segundo- es una tarea colosal en rob\u00f3tica.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">El robot de DeepMind est\u00e1 equipado con un brazo rob\u00f3tico IRB 1100 montado sobre dos p\u00f3rticos lineales, que le permiten desplazarse r\u00e1pidamente a trav\u00e9s de la mesa y hacia ella. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tiene una incre\u00edble amplitud de movimiento, llegando a la mayor\u00eda de las zonas de la mesa para golpear la pelota con la pala como lo hace un humano.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Los \"ojos\" son c\u00e1maras de alta velocidad que captan im\u00e1genes a 125 fotogramas por segundo y env\u00edan datos a un sistema de percepci\u00f3n basado en redes neuronales que sigue la posici\u00f3n de la pelota en tiempo real.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">El sistema de IA que controla el robot emplea un sofisticado sistema de dos niveles:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Controladores de bajo nivel (LLC)<\/strong>: Se trata de redes neuronales especializadas entrenadas para realizar habilidades espec\u00edficas del tenis de mesa, como los golpes de derecha liftados o el remate de rev\u00e9s. Cada LLC est\u00e1 dise\u00f1ada para destacar en un aspecto concreto del juego.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Controlador de alto nivel (HLC)<\/strong>: Es el cerebro estrat\u00e9gico del sistema. El HLC elige qu\u00e9 LLC utilizar para cada bola entrante, bas\u00e1ndose en el estado actual del juego, el estilo de juego del adversario y las propias capacidades del robot.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Este doble enfoque permite al robot combinar una ejecuci\u00f3n precisa de los tiros individuales con una estrategia de alto nivel, imitando la forma en que los jugadores humanos piensan sobre el juego.<\/span><\/p>\n<p><iframe loading=\"lazy\" title=\"Demostraciones - Lograr que un robot de tenis de mesa compita a nivel humano\" width=\"1080\" height=\"608\" src=\"https:\/\/www.youtube.com\/embed\/abi84lnjNV4?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<h2>Acercar la simulaci\u00f3n al mundo real<\/h2>\n<p><span style=\"font-weight: 400;\">Uno de los mayores retos de la rob\u00f3tica es transferir al mundo real las habilidades aprendidas en entornos de simulaci\u00f3n.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"> En <a href=\"https:\/\/arxiv.org\/pdf\/2408.03906\" target=\"_blank\" rel=\"noopener\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\">DeepMind<\/span><\/span><\/span><\/span><\/span> estudiar<\/a> documenta varias t\u00e9cnicas para solucionarlo:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Modelado f\u00edsico realista<\/b><span style=\"font-weight: 400;\">: Los investigadores utilizaron motores de f\u00edsica avanzada para modelar la compleja din\u00e1mica del tenis de mesa, incluidos el giro de la pelota, la resistencia del aire y las interacciones entre la pala y la pelota.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Aleatorizaci\u00f3n de dominios<\/b><span style=\"font-weight: 400;\">: Durante el entrenamiento, la IA estuvo expuesta a una amplia gama de condiciones simuladas, lo que le ayud\u00f3 a generalizar las variaciones que podr\u00eda encontrar en el mundo real.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Adaptaci\u00f3n de simulaci\u00f3n a realidad<\/b><span style=\"font-weight: 400;\">: El equipo desarroll\u00f3 m\u00e9todos para ajustar las habilidades simuladas al rendimiento en el mundo real, incluida una novedosa t\u00e9cnica de \"correcci\u00f3n del giro\" para tratar las diferencias de comportamiento de las palas entre la simulaci\u00f3n y la realidad.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Recogida iterativa de datos<\/b><span style=\"font-weight: 400;\">: Los investigadores actualizaron continuamente sus datos de entrenamiento con partidas reales, creando un ciclo de aprendizaje cada vez mejor.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Quiz\u00e1 una de las caracter\u00edsticas m\u00e1s impresionantes del robot sea su capacidad de adaptaci\u00f3n en tiempo real. Durante un partido, el sistema registra diversas estad\u00edsticas sobre su propio rendimiento y el de su oponente.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Utiliza esta informaci\u00f3n para ajustar su estrategia sobre la marcha, aprendiendo a explotar los puntos d\u00e9biles del juego del adversario al tiempo que refuerza sus propias defensas.<\/span><\/p>\n<h2>Evaluaci\u00f3n del robot de ping-pong<\/h2>\n<p><span style=\"font-weight: 400;\">\u00bfC\u00f3mo prob\u00f3 DeepMind su robot de tenis de mesa?\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">En primer lugar, el equipo reclut\u00f3 a 59 jugadores voluntarios y evalu\u00f3 sus habilidades en el tenis de mesa, clasific\u00e1ndolos como principiantes, intermedios, avanzados o avanzados+. Del grupo inicial, se seleccionaron 29 participantes de todos los niveles para el estudio completo.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A continuaci\u00f3n, un jugador seleccionado disput\u00f3 tres partidos de competici\u00f3n contra el robot, siguiendo unas reglas de tenis de mesa modificadas para tener en cuenta las limitaciones del robot.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Adem\u00e1s de recoger datos cuantitativos del robot, tras el partido los investigadores realizaron breves entrevistas semiestructuradas a cada participante sobre su experiencia en general.\u00a0<\/span><\/p>\n<h2>Resultados<\/h2>\n<p><span style=\"font-weight: 400;\">En total, el robot gan\u00f3 45% de sus partidos, demostrando un s\u00f3lido rendimiento general.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Domin\u00f3 a los principiantes (gan\u00f3 100% de partidos) y se mantuvo firme contra los intermedios (gan\u00f3 55%), pero tuvo problemas contra los jugadores avanzados y avanzados+ (perdi\u00f3 todos los partidos).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Por suerte para nosotros, los simples mortales, hab\u00eda al menos una gran debilidad: la dificultad del robot para manejar el efecto bajo, que era una notable grieta en su armadura frente a jugadores m\u00e1s experimentados.\u00a0<\/span><\/p>\n<p>Aun as\u00ed, si no sabes jugar al tenis de mesa o crees que s\u00f3lo se te da bien, este robot te encantar\u00e1.<\/p>\n<p><iframe loading=\"lazy\" title=\"Algunos aspectos destacados - Lograr que un robot de tenis de mesa compita a nivel humano\" width=\"1080\" height=\"608\" src=\"https:\/\/www.youtube.com\/embed\/EqQl-JQxToE?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;\">Barney J. Reed, entrenador de tenis de mesa, <\/span><a href=\"https:\/\/sites.google.com\/view\/competitive-robot-table-tennis\/home?utm_source&amp;utm_medium&amp;utm_campaign&amp;utm_content&amp;pli=1\"><span style=\"font-weight: 400;\">comenta el estudio<\/span><\/a><span style=\"font-weight: 400;\">Es realmente impresionante ver al robot enfrentarse a jugadores de todos los niveles y estilos. Nuestro objetivo era que el robot tuviera un nivel intermedio. Sorprendentemente lo consigui\u00f3, todo el trabajo duro dio sus frutos\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\"Creo que el robot super\u00f3 incluso mis expectativas. Ha sido un verdadero honor y un placer formar parte de esta investigaci\u00f3n. He aprendido mucho y estoy muy agradecido a todos con los que he tenido el placer de trabajar en esto.\"<\/span><\/p>\n<p>Esta no es ni mucho menos la primera incursi\u00f3n de DeepMind en la rob\u00f3tica deportiva y la IA. No hace mucho, construyeron <a href=\"https:\/\/dailyai.com\/es\/2024\/04\/deepmind-train-robot-soccer-players-that-kick-tackle-and-defend\/\">Robots futbolistas con inteligencia artificial<\/a> capaz de pasar, placar y disparar.<\/p>\n<p>DeepMind ha estado publicando\u00a0<a href=\"https:\/\/dailyai.com\/es\/2024\/01\/google-releases-a-suite-of-advanced-robotic-tools\/\" target=\"_blank\" rel=\"noopener\">Herramientas rob\u00f3ticas de IA<\/a>\u00a0a los desarrolladores durante a\u00f1os y ha logrado avances recientes en\u00a0<a href=\"https:\/\/dailyai.com\/es\/2023\/07\/googles-ai-turns-vision-language-into-robotic-actions\/\" target=\"_blank\" rel=\"noopener\">visi\u00f3n y destreza rob\u00f3ticas.<\/a><\/p>\n<p><span style=\"font-weight: 400;\">A medida que la IA y la rob\u00f3tica sigan avanzando, es de esperar que veamos m\u00e1s ejemplos de m\u00e1quinas que dominan tareas que antes se consideraban de dominio exclusivamente humano.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">El d\u00eda en que pueda retar a un robot a un partido de ping-pong en su centro comunitario local puede que no est\u00e9 muy lejos, pero no se sorprenda si le gana en la primera ronda.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Investigadores de Google DeepMind han desarrollado un robot dotado de inteligencia artificial capaz de jugar al ping-pong al nivel de un aficionado.  Registrar la presencia de una pelota de ping-pong, calcular su direcci\u00f3n y mover la pala para golpearla, todo ello en una fracci\u00f3n de segundo, es una tarea colosal en rob\u00f3tica.  El robot de DeepMind est\u00e1 equipado con un brazo rob\u00f3tico IRB 1100 montado sobre dos p\u00f3rticos lineales que le permiten moverse con rapidez a trav\u00e9s de la mesa y hacia ella. Tiene una incre\u00edble amplitud de movimiento, que le permite llegar a la mayor\u00eda de las zonas de la mesa para golpear la bola con una paleta como lo hace un ser humano.\u00a0<\/p>","protected":false},"author":2,"featured_media":13804,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[147,105,169],"class_list":["post-13803","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-deepmind","tag-machine-learning","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 build table tennis robot that beats newbie players 100% of the time | DailyAI<\/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:\/\/dailyai.com\/es\/2024\/08\/deepmind-build-table-tennis-robot-that-beats-newbie-players-100-of-the-time\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"DeepMind build table tennis robot that beats newbie players 100% of the time | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Researchers at Google DeepMind have developed an AI-powered robot capable of playing competitive table tennis at an amateur human level.\u00a0 Registering the presence of a ping-pong ball, calculating its direction, and moving the paddle to hit it \u2013 all in a split second \u2013 is a mammoth task in robotics.\u00a0 DeepMind\u2019s robot is equipped with an IRB 1100 robotic arm mounted on two linear gantries, which allow it to move swiftly across and toward the table. It has an incredible range of motion, reaching most areas of the table to strike the ball with a paddle as a human does.\u00a0\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/es\/2024\/08\/deepmind-build-table-tennis-robot-that-beats-newbie-players-100-of-the-time\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2024-08-10T09:37:16+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-08-18T12:12:43+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/08\/DALL\u00b7E-2024-08-10-10.31.40-A-high-quality-landscape-image-of-a-futuristic-table-tennis-robot-designed-by-DeepMind-playing-a-game-of-table-tennis.-The-robot-has-a-sleek-metalli.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1792\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta 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