{"id":233,"date":"2024-08-27T11:10:30","date_gmt":"2024-08-27T11:10:30","guid":{"rendered":"https:\/\/www.asm15.fr\/index.php\/2024\/08\/27\/systeme-autotos-une-solution-automatisee-pour-creer-des-composants-de-recherche-efficaces-et-complets-en-planification-ia\/"},"modified":"2024-08-27T11:10:30","modified_gmt":"2024-08-27T11:10:30","slug":"systeme-autotos-une-solution-automatisee-pour-creer-des-composants-de-recherche-efficaces-et-complets-en-planification-ia","status":"publish","type":"post","link":"https:\/\/www.asm15.fr\/index.php\/2024\/08\/27\/systeme-autotos-une-solution-automatisee-pour-creer-des-composants-de-recherche-efficaces-et-complets-en-planification-ia\/","title":{"rendered":"Syst\u00e8me AutoToS : Une Solution Automatis\u00e9e pour Cr\u00e9er des Composants de Recherche Efficaces et Complets en Planification IA"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/oaidalleapiprodscus.blob.core.windows.net\/private\/org-PXteLUy4B6mslwRon6h7ri9z\/user-0jfma6aPNvZyLXZUbw4CmvZG\/img-7rwgHL1NxH3YePMPmYab7Zf4.png?st=2024-08-27T10%3A10%3A28Z&#038;se=2024-08-27T12%3A10%3A28Z&#038;sp=r&#038;sv=2024-08-04&#038;sr=b&#038;rscd=inline&#038;rsct=image\/png&#038;skoid=d505667d-d6c1-4a0a-bac7-5c84a87759f8&#038;sktid=a48cca56-e6da-484e-a814-9c849652bcb3&#038;skt=2024-08-26T23%3A46%3A55Z&#038;ske=2024-08-27T23%3A46%3A55Z&#038;sks=b&#038;skv=2024-08-04&#038;sig=UPS6iF4joJCqYN%2BOjxmiHahu0SIJ4CjjrTTrANO8fF0%3D\"><\/p>\n<p>La planification par intelligence artificielle (IA) consiste \u00e0 cr\u00e9er une s\u00e9quence d&rsquo;actions pour atteindre un objectif sp\u00e9cifique dans le d\u00e9veloppement de syst\u00e8mes autonomes. Les grands mod\u00e8les linguistiques (LLM) ont d\u00e9montr\u00e9 un grand potentiel, mais pr\u00e9sentent des d\u00e9fis lorsqu&rsquo;il s&rsquo;agit de g\u00e9n\u00e9rer des plans complets et fiables. La recherche s&rsquo;efforce de concilier flexibilit\u00e9, pr\u00e9cision et fiabilit\u00e9, en r\u00e9duisant la d\u00e9pendance \u00e0 l&rsquo;intervention humaine.<\/p>\n<p>Pour relever ces d\u00e9fis, les chercheurs de Cornell University et IBM Research ont con\u00e7u AutoToS. Ce syst\u00e8me g\u00e9n\u00e8re automatiquement des composants de recherche valides et complets sans supervision humaine, gr\u00e2ce \u00e0 des tests unitaires et des processus de d\u00e9bogage automatis\u00e9s. AutoToS permet d&rsquo;am\u00e9liorer notablement l&rsquo;efficacit\u00e9 et la scalabilit\u00e9 du processus de planification par IA.<\/p>\n<p>Test\u00e9 sur divers probl\u00e8mes de r\u00e9f\u00e9rence, AutoToS a montr\u00e9 une pr\u00e9cision de 100% avec un nombre minimal de r\u00e9troactions. Par exemple, pour le domaine \u00ab\u00a024 Game\u00a0\u00bb, il n&rsquo;a n\u00e9cessit\u00e9 en moyenne que 2,6 appels aux LLM pour obtenir une pr\u00e9cision parfaite, d\u00e9montrant ainsi l&rsquo;importance des r\u00e9troactions automatiques pour des solutions correctes et fiables.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>La planification par intelligence artificielle (IA) consiste \u00e0 cr\u00e9er une s\u00e9quence d&rsquo;actions pour atteindre un objectif sp\u00e9cifique dans le d\u00e9veloppement de syst\u00e8mes autonomes. Les grands mod\u00e8les linguistiques (LLM) ont d\u00e9montr\u00e9 un grand potentiel, mais pr\u00e9sentent des d\u00e9fis lorsqu&rsquo;il s&rsquo;agit de g\u00e9n\u00e9rer des plans complets et fiables. La recherche s&rsquo;efforce de concilier flexibilit\u00e9, pr\u00e9cision et fiabilit\u00e9, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-233","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Syst\u00e8me AutoToS : Une Solution Automatis\u00e9e pour Cr\u00e9er des Composants de Recherche Efficaces et Complets en Planification IA - IA &amp; TECHNOLOGIES<\/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.asm15.fr\/index.php\/2024\/08\/27\/systeme-autotos-une-solution-automatisee-pour-creer-des-composants-de-recherche-efficaces-et-complets-en-planification-ia\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Syst\u00e8me AutoToS : Une Solution Automatis\u00e9e pour Cr\u00e9er des Composants de Recherche Efficaces et Complets en Planification IA - IA &amp; TECHNOLOGIES\" \/>\n<meta property=\"og:description\" content=\"La planification par intelligence artificielle (IA) consiste \u00e0 cr\u00e9er une s\u00e9quence d&rsquo;actions pour atteindre un objectif sp\u00e9cifique dans le d\u00e9veloppement de syst\u00e8mes autonomes. Les grands mod\u00e8les linguistiques (LLM) ont d\u00e9montr\u00e9 un grand potentiel, mais pr\u00e9sentent des d\u00e9fis lorsqu&rsquo;il s&rsquo;agit de g\u00e9n\u00e9rer des plans complets et fiables. 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