{"id":2323,"date":"2018-03-01T17:32:12","date_gmt":"2018-03-01T17:32:12","guid":{"rendered":"http:\/\/docs.creativegigs.net\/docs\/gullu-wp\/solved-issues\/"},"modified":"2026-07-23T10:23:01","modified_gmt":"2026-07-23T10:23:01","slug":"solved-issues","status":"publish","type":"docs","link":"https:\/\/sahellib.org\/index.php\/docs\/gullu-knowledge-base\/solved-issues\/","title":{"rendered":"Apprentissage par renforcement"},"content":{"rendered":"<p class=\"isSelectedEnd\">L&#8217;<strong>apprentissage par renforcement (Reinforcement Learning &#8211; RL)<\/strong> est un domaine de l&#8217;intelligence artificielle et de l&#8217;apprentissage automatique dans lequel un agent apprend \u00e0 prendre les meilleures d\u00e9cisions en interagissant avec un environnement. Contrairement aux m\u00e9thodes d&#8217;apprentissage supervis\u00e9, l&#8217;agent n&#8217;est pas guid\u00e9 par des r\u00e9ponses pr\u00e9d\u00e9finies. Il am\u00e9liore progressivement sa strat\u00e9gie gr\u00e2ce \u00e0 un syst\u00e8me de r\u00e9compenses et de p\u00e9nalit\u00e9s, afin de maximiser les r\u00e9compenses cumul\u00e9es au fil du temps.<\/p>\n<p>Cette discipline est aujourd&#8217;hui utilis\u00e9e dans de nombreux secteurs, notamment la robotique, les v\u00e9hicules autonomes, les jeux vid\u00e9o, les syst\u00e8mes de recommandation, la finance, la sant\u00e9, l&#8217;industrie et l&#8217;optimisation des r\u00e9seaux intelligents. Les recherches r\u00e9centes portent sur le d\u00e9veloppement d&#8217;algorithmes plus performants, capables d&#8217;apprendre dans des environnements complexes, dynamiques et en temps r\u00e9el.<\/p>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>L&#8217;apprentissage par renforcement (Reinforcement Learning &#8211; RL) est un domaine de l&#8217;intelligence artificielle et de l&#8217;apprentissage automatique dans lequel un agent apprend \u00e0 prendre les meilleures d\u00e9cisions en interagissant avec un environnement. Contrairement aux m\u00e9thodes d&#8217;apprentissage supervis\u00e9, l&#8217;agent n&#8217;est pas guid\u00e9 par des r\u00e9ponses pr\u00e9d\u00e9finies. Il am\u00e9liore progressivement sa strat\u00e9gie gr\u00e2ce \u00e0 un syst\u00e8me de [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":2021,"menu_order":5,"comment_status":"closed","ping_status":"closed","template":"","doc_tag":[],"class_list":["post-2323","docs","type-docs","status-publish","hentry","no-post-thumbnail"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Apprentissage par renforcement - Sahel lib<\/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:\/\/sahellib.org\/index.php\/docs\/gullu-knowledge-base\/solved-issues\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Apprentissage par renforcement - Sahel lib\" \/>\n<meta property=\"og:description\" content=\"L&#8217;apprentissage par renforcement (Reinforcement Learning &#8211; RL) est un domaine de l&#8217;intelligence artificielle et de l&#8217;apprentissage automatique dans lequel un agent apprend \u00e0 prendre les meilleures d\u00e9cisions en interagissant avec un environnement. 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