{"id":330,"date":"2022-08-24T10:23:40","date_gmt":"2022-08-24T08:23:40","guid":{"rendered":"http:\/\/ivangavriloff.com\/?p=330"},"modified":"2022-08-24T10:23:41","modified_gmt":"2022-08-24T08:23:41","slug":"piece-12","status":"publish","type":"post","link":"https:\/\/ivangavriloff.com\/index.php\/2022\/08\/24\/piece-12\/","title":{"rendered":"Pi\u00e8ce #12"},"content":{"rendered":"\n<h4 class=\"wp-block-heading\"><a>Google a ajout\u00e9 la capacit\u00e9 d\u2019imagination \u00e0 l\u2019intelligence artificielle DeepMind<\/a><\/h4>\n\n\n\n<p><em>\u2013 Trustmyscience.com 2017 \u2013<\/em><\/p>\n\n\n\n<p>Les chercheurs de Google ont commenc\u00e9 \u00e0 d\u00e9velopper une intelligence artificielle (IA) poss\u00e9dant une imagination : une IA qui peut donc raisonner et faire des plans pour l\u2019avenir, sans \u00eatre d\u00e9pendante des instructions humaines pr\u00e9alables.<\/p>\n\n\n\n<p>L\u2019IA sera donc capable d\u2019imaginer les cons\u00e9quences des actions, avant m\u00eame de les effectuer. Cela peut sembler naturel et acquis pour les \u00eatres humains, mais c\u2019est bien plus difficile \u00e0 ma\u00eetriser pour une IA.<\/p>\n\n\n\n<p>L\u2019\u00e9quipe de scientifiques travaillant dans le laboratoire de Google DeepMind, affirme que cette capacit\u00e9 sera cruciale dans le d\u00e9veloppement des algorithmes d\u2019IA \u00e0 l\u2019avenir, car c\u2019est cela qui permettra aux syst\u00e8mes de mieux s\u2019adapter aux conditions changeantes pour lesquelles ils n\u2019ont pas \u00e9t\u00e9 sp\u00e9cifiquement programm\u00e9s.<\/p>\n\n\n\n<p>\u00ab Lorsque nous pla\u00e7ons un verre au bord d\u2019une table, par exemple, nous allons probablement consid\u00e9rer \u00e0 quel point il est stable et s\u2019il pourrait tomber. Sur la base de cette cons\u00e9quence imaginaire, nous pouvons r\u00e9ajuster le verre afin de l\u2019emp\u00eacher de tomber et de se briser \u00bb, expliquent les chercheurs. \u00ab Si nous souhaitons que nos algorithmes puissent d\u00e9velopper des comportements tout aussi sophistiqu\u00e9s, ils doivent \u00e9galement avoir la capacit\u00e9 d\u2019imaginer et de raisonner quant au futur. Au-del\u00e0, ils doivent \u00eatre en mesure d\u2019\u00e9tablir un plan en se basant sur cette connaissance \u00bb, ajoutent-ils.<\/p>\n\n\n\n<p>Nous avons d\u00e9j\u00e0 pu constater cette planification \u00e0 l\u2019avance par l\u2019IA DeepMind lorsqu\u2019elle a battu tous les adversaires humains au jeu de Go. Cependant, les r\u00e8gles qui r\u00e9gissent le monde r\u00e9el sont bien plus vari\u00e9es et complexes que le jeu de Go, c\u2019est pourquoi l\u2019\u00e9quipe travaille sur un syst\u00e8me d\u2019algorithmes fonctionnant \u00e0 un tout autre niveau.<\/p>\n\n\n\n<p>Afin d\u2019y parvenir, les chercheurs ont combin\u00e9 plusieurs approches diff\u00e9rentes d\u2019IA existantes, y compris l\u2019apprentissage par renforcement (l\u2019apprentissage par \u00e9preuve et par erreur) et l\u2019apprentissage en profondeur (l\u2019apprentissage par le traitement de vastes quantit\u00e9s de donn\u00e9es, d\u2019une mani\u00e8re similaire \u00e0 celle du cerveau humain).<\/p>\n\n\n\n<p>Ce qu\u2019ils ont cr\u00e9\u00e9 est un syst\u00e8me qui m\u00e9lange ces diff\u00e9rentes approches (apprentissage par renforcement et en profondeur), ainsi qu\u2019avec les capacit\u00e9s de simulation, donc l\u2019IA peut apprendre \u00e0 conna\u00eetre son environnement, puis r\u00e9fl\u00e9chir, avant d\u2019agir.<\/p>\n\n\n\n<p>L\u2019une des mani\u00e8res dont les chercheurs ont test\u00e9 ces nouveaux algorithmes, a \u00e9t\u00e9 par le biais d\u2019un jeu vid\u00e9o des ann\u00e9es 1980, appel\u00e9 Sokoban, dans lequel les joueurs doivent pousser et d\u00e9placer des caisses pour r\u00e9soudre des casse-t\u00eate. Certains mouvements peuvent rendre le niveau insoluble, donc pour y parvenir, une planification bas\u00e9e sur une simulation du futur est absolument n\u00e9cessaire. De plus, il faut savoir que l\u2019IA n\u2019a pas \u00e9t\u00e9 inform\u00e9e des r\u00e8gles du jeu au pr\u00e9alable.<\/p>\n\n\n\n<p>Les chercheurs ont alors constat\u00e9 que leur nouvelle IA \u00ab imaginative \u00bb avait r\u00e9solu 85% des niveaux propos\u00e9s, en comparaison \u00e0 60% de r\u00e9ussite pour des IA plus anciennes. \u00ab L\u2019imagination augment\u00e9e surpasse consid\u00e9rablement les lignes de base de l\u2019imagination \u00bb, expliquent les chercheurs. \u00ab L\u2019IA apprend avec moins d\u2019exp\u00e9rience et peut faire face aux imperfections de la mod\u00e9lisation de l\u2019environnement \u00bb, ont ajout\u00e9 les chercheurs.<\/p>\n\n\n\n<p>L\u2019\u00e9quipe a \u00e9galement not\u00e9 un certain nombre d\u2019am\u00e9liorations chez la nouvelle IA : elle pouvait mieux ma\u00eetriser ses connaissances, elle choisissait mieux les informations qui lui \u00e9taient utiles pour ses simulations, et elle \u00e9tait capable d\u2019apprendre diff\u00e9rentes strat\u00e9gies pour \u00e9laborer des plans.<\/p>\n\n\n\n<p>Il ne s\u2019agit donc pas seulement de planification \u00e0 l\u2019avance, mais de planification \u00e0 l\u2019avance avec une cr\u00e9ativit\u00e9 accrue. De cette fa\u00e7on, les futures actions potentielles peuvent \u00eatre combin\u00e9es ou m\u00e9lang\u00e9es de diff\u00e9rentes mani\u00e8res, afin d\u2019identifier toutes les options les plus prometteuses.<\/p>\n\n\n\n<p>Bien que tous les tests de DeepMind aient \u00e9t\u00e9 couronn\u00e9s de succ\u00e8s, il ne faut pas oublier que ces jeux restent encore bien simples en comparaison \u00e0 la complexit\u00e9 du monde r\u00e9el. Pourtant, il s\u2019agit d\u2019un d\u00e9but tr\u00e8s prometteur dans le domaine du d\u00e9veloppement des IA capables de prendre des d\u00e9cisions r\u00e9fl\u00e9chies, sans l\u2019influence ni la programmation d\u2019un \u00eatre humain. \u00ab Une analyse et une consid\u00e9ration suppl\u00e9mentaires sont n\u00e9cessaires pour fournir des solutions \u00e9volutives \u00e0 des agents riches en mod\u00e8les, qui peuvent utiliser leur imagination pour raisonner et planifier, pour des actions futures \u00bb, ont conclu les chercheurs.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Google a ajout\u00e9 la capacit\u00e9 d\u2019imagination \u00e0 l\u2019intelligence artificielle DeepMind \u2013 Trustmyscience.com 2017 \u2013 Les chercheurs de Google ont commenc\u00e9 \u00e0 d\u00e9velopper une intelligence artificielle (IA) poss\u00e9dant une imagination : une IA qui peut donc raisonner et faire des plans pour l\u2019avenir, sans \u00eatre d\u00e9pendante des instructions humaines pr\u00e9alables. L\u2019IA sera donc capable d\u2019imaginer les&hellip;&nbsp;<a href=\"https:\/\/ivangavriloff.com\/index.php\/2022\/08\/24\/piece-12\/\" class=\"\" rel=\"bookmark\">Lire la suite &raquo;<span class=\"screen-reader-text\">Pi\u00e8ce #12<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-330","post","type-post","status-publish","format-standard","hentry","category-non-classe"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Pi\u00e8ce #12 - Ivan Gavriloff<\/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:\/\/ivangavriloff.com\/index.php\/2022\/08\/24\/piece-12\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pi\u00e8ce #12 - Ivan Gavriloff\" \/>\n<meta property=\"og:description\" content=\"Google a ajout\u00e9 la capacit\u00e9 d\u2019imagination \u00e0 l\u2019intelligence artificielle DeepMind \u2013 Trustmyscience.com 2017 \u2013 Les chercheurs de Google ont commenc\u00e9 \u00e0 d\u00e9velopper une intelligence artificielle (IA) poss\u00e9dant une imagination : une IA qui peut donc raisonner et faire des plans pour l\u2019avenir, sans \u00eatre d\u00e9pendante des instructions humaines pr\u00e9alables. 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