{"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\/it\/2023\/06\/deepminds-robocat-learns-complex-tasks-from-as-few-as-100-demonstrations\/","title":{"rendered":"Il RoboCat di DeepMind apprende compiti complessi a partire da appena 100 dimostrazioni"},"content":{"rendered":"<p><strong>I ricercatori di DeepMind hanno combinato l'intelligenza artificiale con un sofisticato robot in grado di imparare nuovi compiti a partire da appena 100 dimostrazioni.\u00a0<\/strong><\/p>\n<p><span style=\"font-weight: 400\">RoboCat, un innovativo agente di intelligenza artificiale robotica, apprende nuovi compiti a partire da appena 100 dimostrazioni, migliorando le proprie capacit\u00e0 grazie ai dati autogenerati.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Nonostante il nome, RoboCat \u00e8 un braccio robotico progettato per eseguire compiti complessi come impilare blocchi di colore diverso in un ordine particolare. Guardate le dimostrazioni di DeepMind qui sotto.\u00a0<\/span><\/p>\n<p><iframe loading=\"lazy\" title=\"RoboCat: un agente robotico auto-migliorante\" 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\">L'innovativo ciclo di addestramento auto-migliorativo del robot rappresenta una svolta significativa nel campo della robotica.<\/span><\/p>\n<p><span style=\"font-weight: 400\">RoboCat utilizza <\/span><a href=\"https:\/\/www.deepmind.com\/blog\/robocat-a-self-improving-robotic-agent\"><span style=\"font-weight: 400\">Il modello multimodale Gato di DeepMind<\/span><\/a><span style=\"font-weight: 400\">in grado di elaborare linguaggio, immagini e azioni in ambienti fisici e simulati.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">Per l'addestramento di RoboCat, i ricercatori hanno curato un enorme set di sequenze di immagini e di azioni di vari bracci robotici che eseguono centinaia di compiti. Dopo l'addestramento iniziale, RoboCat entra in un ciclo di \"auto-miglioramento\", affrontando nuovi compiti che portano a un ulteriore perfezionamento.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Il ciclo consiste nelle seguenti fasi:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Raccolta di 100-1000 dimostrazioni di un nuovo compito eseguito con un braccio robotico manovrato da un umano.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Messa a punto di RoboCat sul nuovo compito per creare un agente specializzato.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">L'agente specializzato si esercita quindi a svolgere il nuovo compito o braccio per circa 10.000 volte, generando cos\u00ec altri dati di addestramento.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Sia i dati dimostrativi che quelli autogenerati vengono poi incorporati nel set di dati esistenti di RoboCat.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Infine, una versione aggiornata di RoboCat viene addestrata utilizzando il dataset aumentato.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400\">Questo processo di formazione continua e di auto-miglioramento fa s\u00ec che il set di dati di RoboCat sia eccezionalmente vario.\u00a0<\/span><\/p>\n<h2>RoboCat si adatta e impara dalle attivit\u00e0<\/h2>\n<p><span style=\"font-weight: 400\">In particolare, RoboCat si \u00e8 dimostrato adattabile, imparando rapidamente a utilizzare nuovi bracci robotici, alcuni con configurazioni diverse da quelle su cui era stato addestrato inizialmente. <\/span><\/p>\n<p><span style=\"font-weight: 400\">Ad esempio, sebbene l'addestramento di RoboCat prevedesse inizialmente bracci con pinze a due punte, si \u00e8 adattato con successo a un braccio pi\u00f9 complesso con una pinza a tre dita.<\/span><\/p>\n<p><span style=\"font-weight: 400\">In un esperimento, dopo aver osservato 1000 dimostrazioni controllate dall'uomo, RoboCat ha manovrato con successo un nuovo braccio per raccogliere piccoli ingranaggi per l'86% del tempo. Si \u00e8 anche adattato a risolvere compiti complessi che richiedono precisione e comprensione, come estrarre il frutto corretto da una ciotola e risolvere un puzzle di abbinamento di forme.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Le capacit\u00e0 di RoboCat non si esauriscono, ma aumentano man mano che impara.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">La versione iniziale di RoboCat \u00e8 riuscita a eseguire compiti non visti per il 36% del tempo dopo aver appreso da 500 dimostrazioni per compito, mentre la versione finale ha pi\u00f9 che raddoppiato il tasso di successo a 74%.<\/span><\/p>\n<p><span style=\"font-weight: 400\">RobotCat ci avvicina alla creazione di robot versatili e generici. L'apprendimento rapido, l'adattabilit\u00e0 e l'auto-miglioramento sono i prerequisiti per la costruzione di robot intelligenti che si integrano nel loro ambiente.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Mentre il modello Gato di RobotCat \u00e8 attualmente limitato a un braccio, queste IA potranno controllare pi\u00f9 arti, percependo e reagendo all'ambiente circostante. <\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>I ricercatori di DeepMind hanno combinato l'intelligenza artificiale con un sofisticato robot in grado di apprendere nuovi compiti da appena 100 dimostrazioni.  RoboCat, un innovativo agente di intelligenza artificiale robotica, apprende nuovi compiti da appena 100 dimostrazioni, migliorando le proprie capacit\u00e0 grazie ai dati autogenerati.  Nonostante il nome, RoboCat \u00e8 un braccio robotico progettato per eseguire compiti complessi come impilare blocchi di colore diverso in un ordine particolare. Le dimostrazioni di DeepMind sono riportate di seguito.  L'innovativo ciclo di addestramento auto-migliorativo del robot rappresenta una svolta significativa nel campo della robotica. RoboCat utilizza il modello multimodale Gato di DeepMind, in grado di elaborare linguaggio, immagini e azioni in ambienti fisici e simulati.\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 name=\"robots\" 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