{"id":250808,"date":"2024-09-05T13:55:14","date_gmt":"2024-09-05T13:55:14","guid":{"rendered":"https:\/\/datascientest.com\/?p=250808"},"modified":"2024-09-05T13:58:07","modified_gmt":"2024-09-05T13:58:07","slug":"une-ia-cree-une-version-de-doom-jouable-depuis-nimporte-quel-support","status":"publish","type":"post","link":"https:\/\/datascientest.com\/une-ia-cree-une-version-de-doom-jouable-depuis-nimporte-quel-support","title":{"rendered":"Une IA cr\u00e9e une version de Doom jouable depuis n&rsquo;importe quel support"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"250808\" class=\"elementor elementor-250808\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-36b4230 e-flex e-con-boxed e-con\" data-id=\"36b4230\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bc08a05 elementor-widget elementor-widget-text-editor\" data-id=\"bc08a05\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"font-weight: 400;\">L&rsquo;intelligence artificielle franchit une nouvelle \u00e9tape dans le monde des jeux vid\u00e9o. Une \u00e9quipe de chercheurs men\u00e9e par Dani Valevski de Google Research a d\u00e9velopp\u00e9 GameNGen, une IA capable de recr\u00e9er une version jouable de l&rsquo;iconique jeu <\/span><i><span style=\"font-weight: 400;\">Doom<\/span><\/i><span style=\"font-weight: 400;\"> sans utiliser une seule ligne de son code original. Ce projet audacieux ouvre la voie \u00e0 des innovations radicales pour la cr\u00e9ation de jeux vid\u00e9o \u00e0 partir de simples donn\u00e9es, et non plus uniquement gr\u00e2ce \u00e0 des programmations laborieuses.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d122863 e-flex e-con-boxed e-con\" data-id=\"d122863\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ae300e1 elementor-widget elementor-widget-heading\" data-id=\"ae300e1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h3 class=\"elementor-heading-title elementor-size-large\">Comment fonctionne GameNGen ? \n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13ac4f3 elementor-widget elementor-widget-text-editor\" data-id=\"13ac4f3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><a href=\"https:\/\/gamengen.github.io\/\"><span style=\"font-weight: 400;\">GameNGen<\/span><\/a><span style=\"font-weight: 400;\"> est bien plus qu&rsquo;une simple exp\u00e9rimentation technologique. Contrairement aux versions habituelles de <\/span><i><span style=\"font-weight: 400;\">Doom<\/span><\/i><span style=\"font-weight: 400;\"> jou\u00e9es sur des machines improbables comme des grille-pains ou des montres, cette IA n&rsquo;utilise <\/span><b>aucun des codes ou graphismes du jeu original<\/b><span style=\"font-weight: 400;\">. Elle repose sur un <\/span><a href=\"https:\/\/datascientest.com\/fonctionnement-des-reseaux-neurones\"><span style=\"font-weight: 400;\">r\u00e9seau neuronal<\/span><\/a><span style=\"font-weight: 400;\"> qui apprend \u00e0 imiter le jeu \u00e0 partir d&rsquo;observations directes.<\/span><\/p><p><span style=\"font-weight: 400;\">Le processus de formation se fait en <\/span><b>deux \u00e9tapes<\/b><span style=\"font-weight: 400;\">. Dans un premier temps, une <\/span><a href=\"https:\/\/datascientest.com\/reinforcement-learning\"><span style=\"font-weight: 400;\">IA d&rsquo;apprentissage par renforcement<\/span><\/a><span style=\"font-weight: 400;\"> (RL-agent) est form\u00e9e \u00e0 jouer au jeu en enregistrant chaque action et observation. Cette phase permet \u00e0 l&rsquo;agent de comprendre les interactions fondamentales du jeu, comme attaquer des ennemis, ouvrir des portes ou interagir avec l&rsquo;environnement.<\/span><\/p><p><span style=\"font-weight: 400;\">Ensuite, une deuxi\u00e8me IA bas\u00e9e sur le <\/span><a href=\"https:\/\/datascientest.com\/stable-diffusion-tout-savoir\"><span style=\"font-weight: 400;\">mod\u00e8le de diffusion Stable Diffusion<\/span><\/a><span style=\"font-weight: 400;\"> est entra\u00een\u00e9e \u00e0 reproduire visuellement chaque image du jeu, en tenant compte des actions pr\u00e9c\u00e9demment enregistr\u00e9es. Cette IA, qui fonctionne de mani\u00e8re <\/span><b>auto-r\u00e9gressive<\/b><span style=\"font-weight: 400;\">, utilise les frames pass\u00e9es pour pr\u00e9dire les suivantes, permettant ainsi la cr\u00e9ation d&rsquo;une version jouable fluide pendant une vingtaine de secondes.<\/span><\/p><p><span style=\"font-weight: 400;\">Toutefois, GameNGen montre encore certaines <\/span><b>limites<\/b><span style=\"font-weight: 400;\">. Apr\u00e8s environ <\/span><b>20 secondes de jeu<\/b><span style=\"font-weight: 400;\">, la m\u00e9moire de l&rsquo;IA est surcharg\u00e9e et l&rsquo;illusion de la continuit\u00e9 du jeu s&rsquo;effondre. N\u00e9anmoins, ce prototype repr\u00e9sente une avanc\u00e9e significative dans le domaine de la g\u00e9n\u00e9ration d&rsquo;environnements interactifs par IA, prouvant qu&rsquo;il est possible de cr\u00e9er des jeux complets sans recours \u00e0 des lignes de code traditionnelles.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50ec109 elementor-widget elementor-widget-image\" data-id=\"50ec109\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"331\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/09\/Architecture_08_27.png\" class=\"attachment-large size-large wp-image-250811\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/09\/Architecture_08_27.png 905w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/09\/Architecture_08_27-300x124.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/09\/Architecture_08_27-768x318.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ef164d elementor-widget elementor-widget-heading\" data-id=\"6ef164d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-large\">Quel est l'impact potentiel de GameNGen ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3016c1a elementor-widget elementor-widget-text-editor\" data-id=\"3016c1a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">L&rsquo;innovation apport\u00e9e par GameNGen d\u00e9passe le simple cadre technique. En effet, elle ouvre la porte \u00e0 des mod\u00e8les IA capables de <\/span><b>g\u00e9n\u00e9rer des jeux<\/b><span style=\"font-weight: 400;\"> directement \u00e0 partir de descriptions textuelles ou de concepts visuels. Cela pourrait transformer radicalement le processus de cr\u00e9ation de jeux vid\u00e9o, en <\/span><b>r\u00e9duisant les co\u00fbts de production<\/b><span style=\"font-weight: 400;\"> et en acc\u00e9l\u00e9rant le d\u00e9veloppement. Imaginez un avenir o\u00f9 des \u00e9quipes de d\u00e9veloppeurs pourraient concevoir un jeu entier \u00e0 partir de croquis ou de simples notes d&rsquo;intention, sans avoir besoin de comp\u00e9tences pouss\u00e9es en programmation.<\/span><\/p><p><span style=\"font-weight: 400;\">Bien que cette approche ne soit encore qu&rsquo;un <\/span><b>prototype<\/b><span style=\"font-weight: 400;\">, elle montre le potentiel des mod\u00e8les IA dans la cr\u00e9ation d&rsquo;environnements virtuels immersifs. La simulation cr\u00e9\u00e9e par GameNGen est si cr\u00e9dible que, lors de tests, les joueurs humains ont eu du mal \u00e0 distinguer des s\u00e9quences g\u00e9n\u00e9r\u00e9es par IA de celles du jeu original. Ces performances prometteuses laissent entrevoir des possibilit\u00e9s futures pour la g\u00e9n\u00e9ration de mondes ouverts, de simulations complexes, ou m\u00eame pour la <\/span><b>cr\u00e9ation de jeux personnalis\u00e9s<\/b><span style=\"font-weight: 400;\"> selon les go\u00fbts et pr\u00e9f\u00e9rences des joueurs.<\/span><\/p><p><span style=\"font-weight: 400;\">Toutefois, comme l&rsquo;a soulign\u00e9 Andrew Rogoyski, expert en IA \u00e0 l&rsquo;Universit\u00e9 de Surrey, cette avanc\u00e9e ne signe pas la fin des d\u00e9veloppeurs humains. La cr\u00e9ativit\u00e9, l&rsquo;engagement narratif et l&rsquo;\u00e9motion dans les jeux vid\u00e9o restent des aspects profond\u00e9ment humains que l&rsquo;IA, \u00e0 ce stade, ne parvient pas encore \u00e0 reproduire. Les studios de jeux conservent un r\u00f4le crucial dans l&rsquo;imagination et la conception d&rsquo;univers captivants. Pour le moment, l&rsquo;IA comme GameNGen offre une <\/span><b>nouvelle bo\u00eete \u00e0 outils<\/b><span style=\"font-weight: 400;\">, mais pas un remplacement des cr\u00e9ateurs.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0983cab elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"0983cab\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=O3616ZFGpqw&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-video .elementor-widget-container{overflow:hidden;transform:translateZ(0)}.elementor-widget-video .elementor-wrapper{aspect-ratio:var(--video-aspect-ratio)}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{height:100%;width:100%;display:flex;border:none;background-color:#000}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-wrapper{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .elementor-open-inline .elementor-custom-embed-image-overlay{position:absolute;top:0;right:0;bottom:0;left:0;background-size:cover;background-position:50%}.elementor-widget-video .elementor-custom-embed-image-overlay{cursor:pointer;text-align:center}.elementor-widget-video .elementor-custom-embed-image-overlay:hover .elementor-custom-embed-play i{opacity:1}.elementor-widget-video .elementor-custom-embed-image-overlay img{display:block;width:100%;aspect-ratio:var(--video-aspect-ratio);-o-object-fit:cover;object-fit:cover;-o-object-position:center center;object-position:center center}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-custom-embed-image-overlay{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-custom-embed-image-overlay img{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .e-hosted-video .elementor-video{-o-object-fit:cover;object-fit:cover}.e-con-inner>.elementor-widget-video,.e-con>.elementor-widget-video{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76ae6df elementor-widget elementor-widget-text-editor\" data-id=\"76ae6df\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Si cet article vous a plu et si vous envisagez une carri\u00e8re dans la Data Science ou tout simplement une mont\u00e9e en comp\u00e9tences dans votre domaine, n\u2019h\u00e9sitez pas \u00e0 d\u00e9couvrir nos <\/span><a href=\"https:\/\/datascientest.com\/formations-data\"><span style=\"font-weight: 400;\">offres de formations<\/span><\/a><span style=\"font-weight: 400;\"> ou nos <\/span><a href=\"https:\/\/datascientest.com\/blog-data-ia-actualites\"><span style=\"font-weight: 400;\">articles de blog<\/span><\/a><span style=\"font-weight: 400;\"> sur DataScientest.<\/span><\/p><p><i><span style=\"font-weight: 400;\">Source : gamengen.github.io<\/span><\/i><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>L&rsquo;intelligence artificielle franchit une nouvelle \u00e9tape dans le monde des jeux vid\u00e9o. Une \u00e9quipe de chercheurs men\u00e9e par Dani Valevski de Google Research a d\u00e9velopp\u00e9 GameNGen, une IA capable de recr\u00e9er une version jouable de l&rsquo;iconique jeu Doom sans utiliser une seule ligne de son code original. Ce projet audacieux ouvre la voie \u00e0 des [&hellip;]<\/p>\n","protected":false},"author":65,"featured_media":250809,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2431],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Une IA cr\u00e9e une version de Doom jouable depuis n&#039;importe quel support<\/title>\n<meta name=\"description\" content=\"Une \u00e9quipe de chercheurs de Google Research a d\u00e9velopp\u00e9 GameNGen, une IA capable de recr\u00e9er une version jouable de Doom sans code.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/une-ia-cree-une-version-de-doom-jouable-depuis-nimporte-quel-support\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Une IA cr\u00e9e une version de Doom jouable depuis n&#039;importe quel support\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/une-ia-cree-une-version-de-doom-jouable-depuis-nimporte-quel-support\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2024-09-05T13:55:14+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-09-05T13:58:07+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/09\/Capture-decran-2024-09-05-154450.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1346\" \/>\n\t<meta property=\"og:image:height\" content=\"756\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Gabin Paul\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Gabin Paul\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/une-ia-cree-une-version-de-doom-jouable-depuis-nimporte-quel-support\",\"url\":\"https:\/\/datascientest.com\/une-ia-cree-une-version-de-doom-jouable-depuis-nimporte-quel-support\",\"name\":\"Une IA cr\u00e9e une version de Doom jouable depuis n'importe quel support\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2024-09-05T13:55:14+00:00\",\"dateModified\":\"2024-09-05T13:58:07+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/e0a8fd3a0296d725eb15dcea49f577d1\"},\"description\":\"Une \u00e9quipe de chercheurs de Google Research a d\u00e9velopp\u00e9 GameNGen, une IA capable de recr\u00e9er une version jouable de Doom sans code.\",\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datascientest.com\/une-ia-cree-une-version-de-doom-jouable-depuis-nimporte-quel-support\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/datascientest.com\/#website\",\"url\":\"https:\/\/datascientest.com\/\",\"name\":\"Formation Data Science | DataScientest.com\",\"description\":\"Leader de la formation en Data Science\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/datascientest.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/e0a8fd3a0296d725eb15dcea49f577d1\",\"name\":\"Gabin Paul\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/1674665203992.jpeg\",\"contentUrl\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/1674665203992.jpeg\",\"caption\":\"Gabin Paul\"},\"description\":\"Gabin Paul est un journaliste r\u00e9dacteur chez DataScientest. 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