{"id":11768,"date":"2017-09-14T11:12:27","date_gmt":"2017-09-14T09:12:27","guid":{"rendered":"https:\/\/psionic-storm.com\/?p=11768"},"modified":"2017-09-14T11:29:31","modified_gmt":"2017-09-14T09:29:31","slug":"sous-le-capot-li-a","status":"publish","type":"post","link":"https:\/\/psionic-storm.com\/de\/sous-le-capot-li-a\/","title":{"rendered":"Sous le capot : l\u2019I.A."},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" width=\"896\" height=\"498\" src=\"https:\/\/psionic-storm.com\/wp-content\/uploads\/psionic-storm-rework-896x498.jpg\" alt=\"\" class=\"aligncenter size-large wp-image-6728\" srcset=\"https:\/\/psionic-storm.com\/wp-content\/uploads\/psionic-storm-rework-896x498.jpg 896w, https:\/\/psionic-storm.com\/wp-content\/uploads\/psionic-storm-rework-600x333.jpg 600w, https:\/\/psionic-storm.com\/wp-content\/uploads\/psionic-storm-rework-768x427.jpg 768w, https:\/\/psionic-storm.com\/wp-content\/uploads\/psionic-storm-rework.jpg 900w\" sizes=\"(max-width: 896px) 100vw, 896px\" \/><\/p>\n<p><strong>Blizzard <\/strong>nous fait part d&#8217;\u00e9volutions apport\u00e9es sur l&#8217;I.A. (Intelligence Artificielle &#8211; AI en anglais) et qui devrait voir les bots mieux se comporter. C&#8217;est int\u00e9ressant non seulement pour les parties vs IA mais aussi suite aux d\u00e9connexions. De l\u00e0 \u00e0 dire que les bots jouent mieux que certains joueurs il n&#8217;y a qu&#8217;un pas ^^<\/p>\n<p>Si le sujet vous int\u00e9resse et que vous voulez aussi un apercu de ce qui arrivera dans un futur proche, suivez aussi l&#8217;initiative de <strong>DeepMind<\/strong> (Google) avec <strong>Starcraft<\/strong> et tout un <a href=\"https:\/\/deepmind.com\/blog\/deepmind-and-blizzard-open-starcraft-ii-ai-research-environment\/\">environnement d\u00e9di\u00e9<\/a> pour la recherche. Et oui c&#8217;est du s\u00e9rieux, Starcraft est le nouveau challenge de l&#8217;IA apr\u00e8s avoir battu les humains aux \u00e9checs et au Go. A quand sur Heroes ?<\/p>\n<p>Mais voici d\u00e9j\u00e0 l&#8217;article de Blizzard sur les \u00e9volutions dans Heroes :<\/p>\n<style>\n  aside .image {\n    margin: 0 20px 20px;\n  }\n  .image-divider { clear: both; }\n<\/style>\n<div class=\"blizzard\">\n<h6>Sous le capot : l\u2019I.A. <a class=\"source\" href=\"http:\/\/eu.battle.net\/heroes\/fr\/blog\/21033994\/sous-le-capot-l%E2%80%99ia-13-09-2017\">[Blizzard]<\/a><\/h6>\n<p><img decoding=\"async\" class=\"article-container__article-banner\" src=\"\/\/bnetcmsus-a.akamaihd.net\/cms\/blog_header\/qm\/QMUB01ZO4IAQ1504903265156.jpg\" alt=\"\" \/><\/p>\n<p>L\u2019I.A. tient une place centrale dans <em>Heroes of the Storm<\/em>. Beaucoup de parties sont jou\u00e9es contre l\u2019I.A., et m\u00eame en JcJ, l\u2019I.A. prend le relais en contr\u00f4lant les h\u00e9ros des joueurs qui se d\u00e9connectent. Quant aux serviteurs et autres mercenaires aussi utiles qu\u2019enquiquinants, c\u2019est aussi l\u2019I.A.&#160;! Comme notre objectif est d\u2019offrir la meilleure exp\u00e9rience possible \u00e0 nos joueurs, l\u2019\u00e9quipe de l\u2019I.A. se d\u00e9m\u00e8ne pour am\u00e9liorer ce syst\u00e8me. Lisez cet article pour en savoir plus.<\/p>\n<hr class=\"image-divider\" \/>\n<h3>Qu\u2019est-ce qui fait une bonne I.A.&#160;?<\/h3>\n<p>Il existe mille et une fa\u00e7ons de d\u00e9finir une \u00ab&#160;bonne&#160;\u00bb I.A., mais de notre point de vue, il s\u2019agit avant tout d\u2019une I.A. qui r\u00e9pond aux attentes des joueurs. Les serviteurs et les boss doivent \u00eatre pr\u00e9visibles. Les h\u00e9ros contr\u00f4l\u00e9s par l\u2019I.A. doivent \u00eatre fiables. Ce que les joueurs attendent de leurs h\u00e9ros alli\u00e9s contr\u00f4l\u00e9s par l\u2019I.A., c&#8217;est qu\u2019ils soient prudents, mais capables de se jeter dans la bataille au bon moment. L\u2019\u00e9quilibre entre prudence et capacit\u00e9 \u00e0 saisir la bonne occasion est extr\u00eamement subtil. Nous t\u00e2chons \u00e9galement de faire en sorte que l\u2019I.A. soutienne davantage les joueurs humains que ses alli\u00e9s contr\u00f4l\u00e9s par l\u2019I.A..<\/p>\n<p><!--VALLA STITCHES GIF --><\/p>\n<figure class=\"center\">\n<div class=\"image\" style=\"height: 305px; width: 582px; margin-left: 60px;\"><img decoding=\"async\" src=\"https:\/\/bnetcmsus-a.akamaihd.net\/cms\/content_folder_media\/HJ3BBMLEGF691504893687724.gif\" \/><\/div><figcaption style=\"text-align: center;\"><em>Valla pr\u00e9pare sa Pluie de vengeance avec son Acrobatie, mais le Balafr\u00e9 vient \u00e0 la rescousse du joueur humain&#160;!<\/em><\/figcaption><\/figure>\n<div>La cr\u00e9ation d\u2019une bonne I.A. pr\u00e9sente un v\u00e9ritable d\u00e9fi. De nombreuses situations sont suffisamment complexes pour que plusieurs strat\u00e9gies puissent s\u2019y appliquer, et les attentes peuvent varier d\u2019un joueur \u00e0 l\u2019autre. Nous collaborons \u00e9troitement avec les concepteurs de notre \u00e9quipe afin de d\u00e9velopper une I.A. qui g\u00e8re tous les facteurs qu\u2019ils consid\u00e8rent comme importants dans la prise de d\u00e9cision. Et, bien que notre objectif soit de cr\u00e9er l\u2019I.A. la plus intelligente possible, nous ne lui donnons acc\u00e8s qu\u2019aux informations dont disposent les joueurs humains pour ne pas qu\u2019elle triche&#160;!<\/div>\n<hr class=\"image-divider\" \/>\n<h3>Qu\u2019est-ce qui change&#160;?<\/h3>\n<p>Nous modifions progressivement l\u2019I.A. jusqu\u2019\u00e0 pr\u00e9sent contr\u00f4l\u00e9e par des scripts afin qu\u2019elle soit contr\u00f4l\u00e9e par plusieurs syst\u00e8mes int\u00e9gr\u00e9s dans le moteur du jeu. Nous ne cherchons pas \u00e0 la bouleverser compl\u00e8tement, mais nous cr\u00e9ons des syst\u00e8mes qui pourront facilement \u00eatre enrichis et qui permettront \u00e0 l\u2019I.A. de prendre en compte plus d\u2019informations. Vous remarquerez peut-\u00eatre chez certains h\u00e9ros contr\u00f4l\u00e9s par l\u2019I.A. une meilleure r\u00e9activit\u00e9, une meilleure pr\u00e9cision, ou la mise en \u0153uvre de strat\u00e9gies plus fines.<\/p>\n<hr class=\"image-divider\" \/>\n<h3>\u00c7a bouge&#160;!<\/h3>\n<p><!-- SYLVANAS GIF --><\/p>\n<aside class=\"pull-right\">\n<div class=\"image\"><img decoding=\"async\" src=\"https:\/\/bnetcmsus-a.akamaihd.net\/cms\/content_folder_media\/0C9WYCZPUIOL1504893676985.gif\" \/><\/div>\n<\/aside>\n<p>Le nouveau syst\u00e8me d\u2019I.A. est beaucoup plus rapide qu\u2019avant. En plus d\u2019entra\u00eener une l\u00e9g\u00e8re augmentation du taux de rafra\u00eechissement, cela permet de traiter beaucoup plus d\u2019informations&#160;! L\u2019I.A. poss\u00e8de d\u00e9sormais une meilleure r\u00e9activit\u00e9 et peut encha\u00eener des capacit\u00e9s plus rapidement. Nous avons m\u00eame d\u00fb limiter consid\u00e9rablement le flux d\u2019informations pour r\u00e9duire la difficult\u00e9 de l\u2019I.A.&#160;!<\/p>\n<hr class=\"image-divider\" \/>\n<h3>Tactiques<\/h3>\n<div>Les tactiques dont se sert la nouvelle I.A. ont \u00e9t\u00e9 am\u00e9lior\u00e9es afin d\u2019offrir un large \u00e9ventail de possibilit\u00e9s d\u2019attaque et un meilleur positionnement lors des combats, comme la facult\u00e9 d\u2019anticiper les d\u00e9placements d\u2019une cible, de trouver des groupes de cibles ou encore de d\u00e9finir une cible prioritaire selon la situation. Nos concepteurs se sont bien amus\u00e9s \u00e0 exploiter ces nouvelles possibilit\u00e9s pour cr\u00e9er une I.A. plus complexe. L\u2019utilisation millim\u00e9tr\u00e9e par Kel\u2019Thuzad de ses capacit\u00e9s en est un excellent exemple.<\/div>\n<p>\n<!-- KELTHUZAD GIF --><\/p>\n<div style=\"text-align: center;\"><picture><img decoding=\"async\" src=\"https:\/\/bnetcmsus-a.akamaihd.net\/cms\/content_folder_media\/NPHJ83R9KZTC1504893668311.gif\" \/><\/picture><\/div>\n<div>Plut\u00f4t que de simplement se placer \u00e0 port\u00e9e de leur cible, les h\u00e9ros contr\u00f4l\u00e9s par l\u2019I.A. essaient \u00e9galement de se maintenir hors de danger. Ils \u00e9valuent de nombreux emplacements autour de la cible et rejoignent le plus s\u00fbr.<\/div>\n<p>\n<!-- TACTICS IMG --><\/p>\n<div style=\"text-align: center;\"><picture><a class=\"lightbox\" href=\"https:\/\/bnetcmsus-a.akamaihd.net\/cms\/content_folder_media\/EFUID59CRI6M1504893676212.png\" data-rel=\"lightbox-image-0\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img decoding=\"async\" src=\"https:\/\/bnetcmsus-a.akamaihd.net\/cms\/content_folder_media\/vj\/VJ9S46408YUW1504895126853.jpg\" \/><\/a><\/picture><\/div>\n<div>L\u2019I.A. est aussi d\u00e9sormais capable d\u2019avancer rapidement pour attaquer sa cible en continu tout en rejoignant sa position.<\/div>\n<p>\n<!--ZARYA GIF --><\/p>\n<div style=\"text-align: center;\"><img decoding=\"async\" src=\"https:\/\/bnetcmsus-a.akamaihd.net\/cms\/content_folder_media\/EDIQ25WUP08P1504893684375.gif\" \/><\/div>\n<hr class=\"image-divider\" \/>\n<h3>Strat\u00e9gie<\/h3>\n<p><!-- FALSTAD GIF --><\/p>\n<aside class=\"pull-left\">\n<div class=\"image\"><img decoding=\"async\" src=\"https:\/\/bnetcmsus-a.akamaihd.net\/cms\/content_folder_media\/D1ZSP3YU1M1V1504893667235.gif\" \/><\/div>\n<\/aside>\n<div>L\u2019I.A. poss\u00e8de un nouveau syst\u00e8me qui lui permet de prendre des d\u00e9cisions strat\u00e9giques. Sur la carte, chacune des nombreuses actions qui s\u2019offrent aux h\u00e9ros est consid\u00e9r\u00e9e comme un objectif potentiel pour l\u2019I.A.. Elle \u00e9value chaque objectif pour les h\u00e9ros d\u2019une \u00e9quipe qu\u2019elle contr\u00f4le et leur attribue celui qu\u2019elle estime le plus appropri\u00e9. Cet algorithme d\u2019\u00e9valuation a pour but d\u2019optimiser les chances de victoire en gagnant de l\u2019exp\u00e9rience sur une voie, en prenant des camps de mercenaires ou en prenant le contr\u00f4le d\u2019objectifs sur la carte. Faites attention, car il permet \u00e9galement de rep\u00e9rer les ennemis isol\u00e9s qui peuvent \u00eatre facilement \u00e9limin\u00e9s&#160;!<\/div>\n<hr class=\"image-divider\" \/>\n<h3>D\u00e9veloppement<\/h3>\n<p><!-- AZMODAN GIF --><\/p>\n<aside class=\"pull-right\">\n<div class=\"image\"><img decoding=\"async\" src=\"https:\/\/bnetcmsus-a.akamaihd.net\/cms\/content_folder_media\/XW0L5LYGTEDF1504893672534.gif\" \/><\/div>\n<\/aside>\n<p>L\u2019\u00e9quipe travaille en permanence sur de nouveaux h\u00e9ros, champs de bataille et modes de jeu. Pour coller \u00e0 ce rythme soutenu, nous avons mis au point un \u00e9diteur d\u2019I.A. qui permet \u00e0 nos concepteurs de personnaliser rapidement l\u2019I.A. de chaque h\u00e9ros. L\u2019I.A. qui en r\u00e9sulte est beaucoup plus fid\u00e8le \u00e0 leur style de jeu. Par exemple, quand Asmodan remarque que vous manquez de points de vie, il vous lance un Globe d\u2019annihilation \u00e0 distance pour vous achever&#160;!<\/p>\n<p>La nouvelle I.A. est principalement construite sur un syst\u00e8me d\u2019\u00ab&#160;arbre de comportements&#160;\u00bb, une technologie d\u2019I.A. couramment utilis\u00e9e dans les jeux. On l\u2019appelle \u00ab&#160;arbre&#160;\u00bb parce qu\u2019il dresse une arborescence de toutes les d\u00e9cisions possibles de l\u2019I.A. et le bout de chaque branche repr\u00e9sente les actions concr\u00e8tes que l\u2019I.A. peut ex\u00e9cuter, comme se d\u00e9placer ou attaquer.<\/p>\n<p>Les branches de l\u2019arbre sont modulaires et peuvent s\u2019adapter aux diff\u00e9rents comportements de l\u2019I.A. selon l\u2019unit\u00e9, la carte et le mode de jeu. Ce type de syst\u00e8me est indispensable pour pouvoir s\u2019ajuster \u00e0 un large \u00e9ventail de h\u00e9ros et de champs de bataille.<\/p>\n<p><!-- BEHAVIOR TREE IMG --><\/p>\n<figure class=\"center-block\">\n<div class=\"image\" style=\"text-align: center;\"><img decoding=\"async\" src=\"https:\/\/bnetcmsus-a.akamaihd.net\/cms\/content_folder_media\/BNT9CSG2DAIR1504893658917.png\" \/><\/div><figcaption style=\"text-align: center;\"><em>Un petit \u00e9chantillon des 400&#160;n\u0153uds que comporte l\u2019arbre de comportements de Valla.<\/em><\/figcaption><\/figure>\n<hr class=\"image-divider\" \/>\n<h3>Et l\u2019avenir&#160;?<\/h3>\n<p>Tous les h\u00e9ros cr\u00e9\u00e9s depuis Garrosh utilisent le nouveau syst\u00e8me et \u00e0 chaque mise \u00e0 jour du jeu, il est int\u00e9gr\u00e9 \u00e0 d\u2019autres h\u00e9ros plus anciens. Nous avons pr\u00e9vu d\u2019am\u00e9liorer l\u2019I.A. dans un avenir proche, en affinant notamment la capacit\u00e9 \u00e0 \u00e9viter le danger, la prise de d\u00e9cisions strat\u00e9giques et les choix tactiques. N\u2019h\u00e9sitez pas \u00e0 nous faire part de vos commentaires sur les forums. Nous sommes d\u00e9cid\u00e9s \u00e0 offrir \u00e0 nos joueurs l\u2019I.A. la plus satisfaisante possible.<\/p>\n<p>\u00c0 vous de jouer&#160;! Allez chercher un ami et partez affronter l\u2019I.A. dans le Nexus&#160;! Bonne chance.<\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"no-border; no-shadow\" src=\"https:\/\/bnetcmsus-a.akamaihd.net\/cms\/content_folder_media\/g6\/G6G0N80EOC941426801305139.png\" \/><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"no-border; no-shadow\" src=\"https:\/\/bnetcmsus-a.akamaihd.net\/cms\/content_folder_media\/6VA2831Q81IU1403137406234.png\" \/><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<\/p>\n<p><strong>Blizzard <\/strong>nous fait part d&#8217;\u00e9volutions apport\u00e9es sur l&#8217;I.A. (Intelligence Artificielle &#8211; AI en anglais) et qui devrait voir les bots mieux se comporter. C&#8217;est int\u00e9ressant non seulement pour les parties vs IA mais aussi suite aux d\u00e9connexions. De l\u00e0 \u00e0 dire que les bots jouent mieux que certains joueurs il n&#8217;y a qu&#8217;un pas ^^<\/p>\n<p>Si le sujet vous int\u00e9resse et que vous voulez aussi un apercu de ce qui arrivera dans un futur proche,<\/p>\n<p> <a class=\"more-link\" href=\"https:\/\/psionic-storm.com\/de\/sous-le-capot-li-a\/\">Lies mehr&nbsp;&raquo;<\/a><\/p>\n","protected":false},"author":67,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[3,947],"tags":[],"class_list":["post-11768","post","type-post","status-publish","format-standard","hentry","category-news","category-misc"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Sous le capot : l\u2019I.A. - (English) Psionic Storm - Heroes of the Storm overwhelming!<\/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:\/\/psionic-storm.com\/de\/sous-le-capot-li-a\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Sous le capot : l\u2019I.A. - (English) Psionic Storm - Heroes of the Storm overwhelming!\" \/>\n<meta property=\"og:description\" content=\"Blizzard nous fait part d&#8217;\u00e9volutions apport\u00e9es sur l&#8217;I.A. 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You can already check out DIG Mene's mage builds [Mene's\u2026","rel":"","context":"In &quot;News&quot;","block_context":{"text":"News","link":"https:\/\/psionic-storm.com\/de\/categories\/news\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/psionic-storm.com\/wp-content\/uploads\/psionic-storm-builds-896x498.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/psionic-storm.com\/wp-content\/uploads\/psionic-storm-builds-896x498.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/psionic-storm.com\/wp-content\/uploads\/psionic-storm-builds-896x498.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/psionic-storm.com\/wp-content\/uploads\/psionic-storm-builds-896x498.jpg?resize=700%2C400&ssl=1 2x"},"classes":[]},{"id":12295,"url":"https:\/\/psionic-storm.com\/de\/nouveau-calculateur-de-talents-live-et-ptr\/","url_meta":{"origin":11768,"position":5},"title":"(English) New: talent calculator live and PTR!","author":"HerrVigg","date":"Montag, der 11. Dezember 2017","format":false,"excerpt":"Leider ist der Eintrag nur auf English und Fran\u00e7ais verf\u00fcgbar.Big news on Psionic, our talent calculator now deals with the PTR ! This feature allows you to study the reworks earlier and we can handle the new releases better. But first of all it's the accomplishment of a long work,\u2026","rel":"","context":"In &quot;News&quot;","block_context":{"text":"News","link":"https:\/\/psionic-storm.com\/de\/categories\/news\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/psionic-storm.com\/wp-content\/uploads\/psionic-storm-evolutions-896x498.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/psionic-storm.com\/wp-content\/uploads\/psionic-storm-evolutions-896x498.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/psionic-storm.com\/wp-content\/uploads\/psionic-storm-evolutions-896x498.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/psionic-storm.com\/wp-content\/uploads\/psionic-storm-evolutions-896x498.jpg?resize=700%2C400&ssl=1 2x"},"classes":[]}],"_links":{"self":[{"href":"https:\/\/psionic-storm.com\/de\/wp-json\/wp\/v2\/posts\/11768","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/psionic-storm.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/psionic-storm.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/psionic-storm.com\/de\/wp-json\/wp\/v2\/users\/67"}],"replies":[{"embeddable":true,"href":"https:\/\/psionic-storm.com\/de\/wp-json\/wp\/v2\/comments?post=11768"}],"version-history":[{"count":0,"href":"https:\/\/psionic-storm.com\/de\/wp-json\/wp\/v2\/posts\/11768\/revisions"}],"wp:attachment":[{"href":"https:\/\/psionic-storm.com\/de\/wp-json\/wp\/v2\/media?parent=11768"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/psionic-storm.com\/de\/wp-json\/wp\/v2\/categories?post=11768"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/psionic-storm.com\/de\/wp-json\/wp\/v2\/tags?post=11768"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}