{"id":17090,"date":"2019-02-04T13:07:03","date_gmt":"2019-02-04T12:07:03","guid":{"rendered":"https:\/\/www.convertize.com\/fr\/?page_id=17090"},"modified":"2020-08-04T19:17:47","modified_gmt":"2020-08-04T17:17:47","slug":"multi-armed-bandit","status":"publish","type":"page","link":"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/","title":{"rendered":"Un Bandit Manchot en qui Vous Pouvez Avoir Confiance"},"content":{"rendered":"<span class=\"rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Temps de lecture : <\/span> <span class=\"rt-time\">3<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span><section class=\"explanation-container section-odd\">\n<div class=\"explanation\">\n<div class=\"container\">\n<div class=\"col-xs-12 col-md-6\"><img decoding=\"async\" class=\"explanation-image alignnone mt-md-60\" src=\"https:\/\/www.convertize.com\/wp-content\/uploads\/2020\/06\/multi-armed-bandit-ab-testing.jpg\" alt=\"Multi-armed bandit - Test A\/B automatis\u00e9s\" \/><\/div>\n<div class=\"col-xs-12 col-md-6\">\n<h2><span class=\"title\">Mettez vos tests A\/B sur\u00a0<strong>Autopilot<\/strong><\/span><\/h2>\n<p class=\"text\">Vous avez besoin de r\u00e9aliser des tests A\/B sur votre site, mais vous ne pouvez pas vous permettre de <a href=\"https:\/\/www.convertize.com\/fr\/erreurs-ab-testing\/\" target=\"_blank\" rel=\"noopener\">perdre des conversions<\/a>. Convertize dirige automatiquement le trafic en utilisant une version avanc\u00e9e de l&rsquo;algorithme de &lsquo;<strong>Multi-Armed Bandit<\/strong>&lsquo; (ou Bandit Manchot), c&rsquo;est le\u00a0<strong>mode Autopilot.<\/strong>\u00a0L&rsquo;algorithme <em>monitore<\/em> vos pages A et B pour voir celle qui convertit le mieux.<\/p>\n<ul>\n<li>Maximisez les conversions pendant vos tests A\/B<\/li>\n<li>R\u00e9agitez au comportement de vos utilisateurs<\/li>\n<li>Ne manquez jamais une conversion<\/li>\n<\/ul>\n<p>Les algorithmes traditionnels de A\/B testing, connus en tant qu&rsquo;algorithmes de \u00ab\u00a0Multi-Armed Bandits\u00a0\u00bb (ou Bandit Manchot), dirigent le trafic vers la page avec le plus fort taux de conversion. Et si quelque chose change? R\u00e9pondant beaucoup plus rapidement que les autres outils, Convertize dirige toujours votre trafic dans la bonne direction.<\/p>\n<div class=\"btn-section\"><a class=\"btn btn-secondary track-btn\" href=\"https:\/\/app.convertize.io\/auth\/login\/register\" data-id=\"cta-hero\" data-event=\"SC-LP-BUTTON-SIGNUP\">Essai gratuit<\/a><a class=\"btn btn-quatenary track-btn\" href=\"\" onclick=\"Calendly.initPopupWidget({url: 'https:\/\/calendly.com\/convertize\/discovery-session'});return false;\">R\u00e9server une d\u00e9mo<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"quote-container author-quote\">\n<div class=\"container text-center\">\n<div class=\"illustration\">\n<div class=\"border\"><\/div>\n<div class=\"icon\">\n<div class=\"icon-inner\"><span class=\"helper\"><\/span><img decoding=\"async\" src=\"https:\/\/www.convertize.com\/wp-content\/themes\/scenariopro\/images\/quote.png\" alt=\"\" \/><\/div>\n<\/div>\n<\/div>\n<h3 class=\"section-title\">&quot;Le mode Autopilot signifie que je n&rsquo;ai jamais \u00e0 me pr\u00e9occuper des performances de mes tests A\/B, Convertize dirige automatiquement le trafic vers la page qui performe le mieux&quot;<\/h3>\n<div class=\"text-center\"><img decoding=\"async\" class=\"center-block\" src=\"https:\/\/www.convertize.com\/assets\/images\/corporate\/people\/benjamin.png\" alt=\"\" \/><\/div>\n<p class=\"author-name\"><strong><strong>Benjamin Ligier<\/strong><\/strong><\/p>\n<p class=\"author-title\">Expert en CRO<\/p>\n<\/div>\n<\/section>\n<section class=\"explanation-container section-odd\">\n<div class=\"explanation\">\n<div class=\"container\">\n<div class=\"col-xs-12 col-md-6 col-md-push-6\"><img decoding=\"async\" class=\"explanation-image alignnone mt-md-60\" src=\"https:\/\/www.convertize.com\/wp-content\/uploads\/2020\/06\/ab-testing-multi-armed-bandit.jpg\" alt=\"Autopilot - Test A\/B automatis\u00e9s\" \/><\/div>\n<div class=\"col-xs-12 col-md-6 col-md-pull-6\">\n<h2><span class=\"title\">Cr\u00e9ez, Lancez, <strong>Relaxez-vous<\/strong><\/span><\/h2>\n<p class=\"text\">L&rsquo;<strong>Autopilot<\/strong> <a href=\"https:\/\/econsultancy.com\/what-good-ecommerce-conversion-rate-average\/\" target=\"_blank\" rel=\"noopener\">maximise vos conversions<\/a> et collecte les donn\u00e9es de fa\u00e7on efficace, il n&rsquo;est donc pas n\u00e9cessaire de suivre\u00a0 activement vos tests A\/B. Pendant que votre \u00e9quipe Marketing est occup\u00e9e \u00e0 produire des contenus et g\u00e9rer vos campagnes, notre algorithme de A\/B testing maximise vos revenus et s&rsquo;assure que <a href=\"https:\/\/www.convertize.com\/fr\/ab-tests-fiables\/\" target=\"_blank\" rel=\"noopener\">votre test est statistiquement fiable<\/a>, plus rapidement.<\/p>\n<ul>\n<li>Utilisez vos donn\u00e9es historiques pour optimiser vos conversions<\/li>\n<li>R\u00e9agitez au comportement de vos utilisateurs<\/li>\n<li>Permetez de lancer des tests A\/B en toute tranquillit\u00e9<\/li>\n<\/ul>\n<p>La plupart des outils de A\/B testing ont des difficult\u00e9 \u00e0 arbitrer entre les donn\u00e9es et l&rsquo;optimisation des conversions. Convertize r\u00e9sout ce probl\u00e8me de &lsquo;Explorer vs Exploiter&rsquo; en utilisant un\u00a0<a href=\"https:\/\/docs.convertize.io\/docs\/autopilot-mode\/\" target=\"_blank\" rel=\"noopener\">algorithme de A\/B testing dynamique<\/a>.<\/p>\n<div class=\"btn-section\"><a class=\"btn btn-secondary track-btn\" href=\"https:\/\/app.convertize.io\/auth\/login\/register\" data-id=\"cta-hero\" data-event=\"SC-LP-BUTTON-SIGNUP\">Essai gratuit<\/a><a class=\"btn btn-quatenary track-btn\" href=\"\" onclick=\"Calendly.initPopupWidget({url: 'https:\/\/calendly.com\/convertize\/discovery-session'});return false;\">R\u00e9server une d\u00e9mo<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"image-with-text-section section-even\">\n<div class=\"container\">\n<div class=\"title\">\n<h2 class=\"text-center\">Pourquoi l&rsquo;Autopilot est une fonctionnalit\u00e9 Unique de A\/B Testing<\/h2>\n<\/div>\n<div class=\"row\">\n<div class=\"col-xs-10 col-sm-11 col-md-9 col-lg-7 t-margin-auto\">\n<div class=\"row\">\n<div class=\"col-xs-12\"><img loading=\"lazy\" decoding=\"async\" class=\"center-block image-with-text alignnone\" src=\"https:\/\/www.convertize.com\/wp-content\/uploads\/2019\/01\/gylph-standard.png\" width=\"200\" height=\"198\" alt=\"Outil A\/B Testing\" \/><\/div>\n<div class=\"col-xs-12\">\n<p class=\"text\">La plupart des <a href=\"https:\/\/www.convertize.com\/fr\/outils-ab-testing\/\" target=\"_blank\" rel=\"noopener\">solutions de A\/B testing<\/a> r\u00e9partissent le trafic\u00a0\u00e0 50%\/50% entre les pages A et B. Mais tester peut prendre des semaines et vous avez besoin de maximiser les conversions de chaque visiteur. Les solutions de\u00a0<a href=\"https:\/\/towardsdatascience.com\/solving-the-multi-armed-bandit-problem-b72de40db97c\" target=\"_blank\" rel=\"noopener\">Multi-Armed Bandit<\/a> r\u00e9partissent le trafic entre les page A et B en utilisant les donn\u00e9es historiques des <a href=\"https:\/\/www.convertize.com\/fr\/taux-de-conversion\/\" target=\"_blank\" rel=\"noopener\">Taux de Conversion<\/a>. Le mode\u00a0<strong>Autopilot<\/strong>\u00a0utilise une approche plus dynamique :<\/p>\n<ul>\n<li><strong>Phase 1<\/strong>\u00a0&#8211; <em>La page A est la meilleure\u00a0<\/em>&#8211; L&rsquo;Autopilot augmente le trafic vers A<\/li>\n<li><strong>Phase 2<\/strong>\u00a0&#8211; <em>La page B convertit plus fr\u00e9quemment<\/em>\u00a0&#8211; le trafic est r\u00e9affect\u00e9<\/li>\n<li><strong>Phase 3<\/strong>\u00a0&#8211; <em>La page B reste la meilleure<\/em>\u00a0&#8211; L&rsquo;Autopilot maintient la r\u00e9partition<\/li>\n<li><strong>Phase 4<\/strong>\u00a0&#8211; <em>La page B est toujours la meilleure<\/em>\u00a0&#8211; Le test A\/B se termine. La Page B gagne et a re\u00e7u la majorit\u00e9 du trafic<\/li>\n<\/ul>\n<p>L&rsquo;Autopilot optimise votre trafic et vos conversions sans que votre intervention soit n\u00e9cessaire.\n<\/p><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"section-odd cta-middle-hidden\" id=\"pricing\">\n<div class=\"container\">\n<div class=\"row\">\n<div class=\"col-xs-12\">\n<h2 class=\"text-center\">Apr\u00e8s votre Essai Gratuit<\/h2>\n<p class=\"text-center\" style=\"margin-bottom: 50px;\">Si vous profitez de votre essai gratuit, vous pouvez prolonger vos exp\u00e9riences en choisissant un forfait payant. Il existe une <br class=\"visible-lg visible-md\">gamme de plans pour convenir \u00e0 tout type d&rsquo;entreprise, et vous pouvez mettre \u00e0 jour ou annuler \u00e0 tout moment.<\/p>\n<\/div>\n<\/div>\n\n        <div class=\"row selector-row\">\n            <div class=\"col-xs-12 col-md-8 col-md-offset-2\">\n                <div class=\"pricing-selector\">\n                    <div data-time=\"monthly\" class=\"selector-button selector-button-left switch-monthly\">Mensuel<\/div>\n                    <div class=\"active selector-inside\"><\/div>\n                    <div data-time=\"yearly\" class=\"selector-button selector-button-right switch-yearly\">Annuel<\/div>\n                    <span class=\"savings\"><span class=\"warning\">2 mois gratuits avec le plan annuel<\/span><\/span>\n                <\/div>\n                <div class=\"currency-container\">\n                    <div class=\"currency\">\n                        <div class=\"form-group select-group\">\n                            <i class=\"fa fa-angle-down\"><\/i>\n                            <select name=\"currency\" id=\"currency\" class=\"form-control form-material\">\n                                <option value=\"euro\">&euro;<\/option>\n                                <option value=\"pound\">&pound;<\/option>\n                                <option value=\"dollar\">&dollar;<\/option>\n                            <\/select>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n        <div class=\"row\">\n            <div class=\"col-xs-12 col-md-8 col-centered-offset\">\n                <div class=\"pricing-table\">\n                    <div class=\"pricing-col\">\n                        <div class=\"pricing-card solo\">\n                            <div class=\"pricing-header\">\n                                <h5>Solo<\/h5>\n                                <div class=\"price-box\">\n                                    <div class=\"price\">\n                                        <div class=\"currency yearly\"><\/div>\n                                        <span class=\"price-value yearly\"><\/span>\n                                        <div class=\"plan yearly\">\/ mois<\/div>\n                                        <p class=\"text-small commitment yearly\"><\/p>\n                                    <\/div>\n                                <\/div>\n                                <div class=\"head\">\n                                    <p class=\"plan-description\">\n                                        <span class=\"big-desc\">\n                                            Jusqu\u2019\u00e0 <strong>20 000<\/strong> visiteurs par mois\n                                        <\/span><br>\n                                    <\/p>\n                                <\/div>\n                                <div class=\"cta-middle\">\n                                    <a href=\"https:\/\/app.convertize.io\/auth\/login\/register\" class=\"cta cta-primary track-btn\" data-id=\"cta-pricing-main\" data-event=\"SC-LP-BUTTON-SIGNUP\">Essayez gratuitement<\/a>\n                                <\/div>\n                            <\/div>\n                            <div class=\"pricing-feature\">\n                                <ul class=\"tick-list\">\n                                    <li><strong>3 projets<\/strong><\/li>\n                                    <li>AB Testing avec <a href=\"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/\" ><strong>Autopilot<\/strong><\/a><\/li>\n                                    <li><a href=\"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/confiance-statistique\/\"><strong>Statistiques Hybrides<\/strong><\/a><\/li>\n                                    <li><strong>Pr\u00e9diction de dur\u00e9e<\/strong><\/li>\n                                <\/ul>\n                            <\/div>\n                            <div class=\"text-center compared-link-container\">\n                                <a href=\"https:\/\/www.convertize.com\/fr\/tarifs.php#features\" class=\"compare-link\">Comparez toutes les fonctionnalit\u00e9s<\/a>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                    <div class=\"pricing-col featured-col\">\n                        <div class=\"pricing-card team\">\n                            <div class=\"pricing-header\">\n                                <h5>Team<\/h5>\n                                <div class=\"price-box\">\n                                    <div class=\"price\">\n                                        <div class=\"currency yearly\"><\/div>\n                                        <span class=\"price-value yearly slider-0\"><\/span>\n                                        <div class=\"plan yearly\">\/ mois<\/div>\n                                        <p class=\"text-small commitment yearly\"><\/p>\n                                    <\/div>\n                                <\/div>\n                                <div class=\"head\">\n                                    <div class=\"plan-description\">\n                                        <span class=\"big-desc\">\n                                            Jusqu\u2019\u00e0 <span class=\"numVisitors slider-0\"><\/span> visiteurs par mois\n                                            <div class=\"selector\">\n                                                <input type=\"range\" min=\"0\" max=\"100\" value=\"0\" step=\"33.33\" class=\"slider\" id=\"teamPriceSlider\">\n                                            <\/div>\n                                        <\/span>\n                                    <\/div>\n                                <\/div>\n                                <div class=\"cta-middle\">\n                                    <a href=\"https:\/\/app.convertize.io\/auth\/login\/register\" class=\"cta cta-primary choose-plan\" data-id=\"cta-pricing-main\"  data-event=\"SC-LP-BUTTON-SIGNUP\" rel=\"nofollow\" target=\"_blank\">Essayez gratuitement<\/a>\n                                <\/div>\n                            <\/div>\n                            <div class=\"pricing-feature\">\n                                <ul class=\"tick-list\">\n                                    <li><strong>Projets illimit\u00e9s<\/strong><\/li>\n                                    <li>AB Testing avec <a href=\"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/\" ><strong>Autopilot<\/strong><\/a><\/li>\n                                    <li><a href=\"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/confiance-statistique\/\"><strong>Statistiques Hybrides<\/strong><\/a><\/li>\n                                    <li><strong>Pr\u00e9diction de dur\u00e9e<\/strong><\/li>\n                                    <li><strong>Support par Chat<\/strong><\/li>\n                                    <li>Recevez une copie de <a href=\"https:\/\/www.convertize.com\/fr\/smart-persuasion\/\"><strong>Smart Persuasion<\/strong><\/a><\/li>\n                                <\/ul>\n                            <\/div>\n                            <div class=\"text-center compared-link-container\">\n                                <a href=\"https:\/\/www.convertize.com\/fr\/tarifs.php#features\" class=\"compare-link\">Comparez toutes les fonctionnalit\u00e9s<\/a>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n<section class=\"talking-about-us-container-bottom\">\n<div class=\"container\">\n<div class=\"row\">\n<div class=\"col-md-12 title-container\">\n<h4 class=\"text-center join-us-text\">Rejoignez plus de 800 heureux clients qui utilisent <strong>Convertize<\/strong><\/h4>\n<\/div>\n<\/div>\n<div class=\"row\">\n<div class=\"text-center col-xs-12\"><img decoding=\"async\" class=\"hidden-xs hidden-sm img-responsive\" src=\"https:\/\/www.convertize.com\/assets\/images\/new_design\/homepage-clients-logo-bottom-v1.png\" alt=\"ab testing software customers\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"visible-sm visible-xs img-responsive\" style=\"margin: 0 auto;\" src=\"https:\/\/www.convertize.com\/assets\/images\/new_design\/homepage-clients-logo-bottom-mobile-v1.png\" alt=\"ab testing software partners\" width=\"453\" height=\"142\" \/><\/div>\n<\/div>\n<\/div>\n<\/section>\n<section id=\"cta-section\" class=\"col-xs-12\">\n<div class=\"container\">\n<div class=\"row\">\n<div class=\"col-xs-12 col-sm-12\">\n<h1 class=\"title\">Etes-vous pr\u00eat \u00e0 lancer votre premier test AB ?<\/h1>\n<h3 class=\"subtitle\">Nos experts CRO vous assistent gratuitement pendant 30 jours<\/h3>\n<div class=\"button-container\"><a class=\"cta cta-primary track-btn\" href=\"https:\/\/app.convertize.io\/auth\/login\/register\" type=\"button\" data-id=\"cta-home-footer\" data-event=\"SC-LP-BUTTON-SIGNUP\">Essai gratuit<\/a><\/div>\n<div class=\"button-container\"><a class=\"cta cta-white track-btn\" type=\"button\" data-id=\"cta-home-footer\" href=\"\" onclick=\"Calendly.initPopupWidget({url: 'https:\/\/calendly.com\/convertize\/discovery-session'});return false;\">R\u00e9server une d\u00e9mo<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<div class=\"social-btn\"><a class=\"col-1 sbtn s-twitter\" onclick=\"popupwindow('https:\/\/twitter.com\/intent\/tweet?text=Un%20Bandit%20Manchot%20en%20qui%20Vous%20Pouvez%20Avoir%20Confiance&amp;url=https%3A%2F%2Fwww.convertize.com%2Ffr%2Fsolution-ab-testing%2Fmulti-armed-bandit%2F&amp;via=convertize','Twitter Follow','600','600')\" href=\"javascript:void(0);\" target=\"_blank\" rel=\"nofollow\"><span>Share on Twitter<\/span><\/a><a class=\"col-1 sbtn s-facebook\" onclick=\"popupwindow('https:\/\/www.facebook.com\/sharer\/sharer.php?u=https%3A%2F%2Fwww.convertize.com%2Ffr%2Fsolution-ab-testing%2Fmulti-armed-bandit%2F','Facebook Follow','600','600')\" href=\"javascript:void(0);\" target=\"_blank\" rel=\"nofollow\"><span>Share on Facebook<\/span><\/a><a class=\"col-1 sbtn s-linkedin\" onclick=\"popupwindow('https:\/\/www.linkedin.com\/shareArticle?mini=true&url=https%3A%2F%2Fwww.convertize.com%2Ffr%2Fsolution-ab-testing%2Fmulti-armed-bandit%2F&amp;title=Un%20Bandit%20Manchot%20en%20qui%20Vous%20Pouvez%20Avoir%20Confiance&amp;description=Convertize%20utilise%20un%20algorithme%20de%20A\/B%20testing%20pour%20diriger%20le%20trafic%20vers%20la%20meilleuure%20version.%20C'est%20une%20version%20dynymique%20du%20\"multi-armed%20bandit\".','Linkedin Follow','600','600')\" href=\"javascript:void(0);\" target=\"_blank\" rel=\"nofollow\"><span>Share on Linkedin<\/span><\/a><\/div>","protected":false},"excerpt":{"rendered":"<p><span class=\"rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Temps de lecture : <\/span> <span class=\"rt-time\">3<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span> Mettez vos tests A\/B sur\u00a0Autopilot Vous avez besoin de r\u00e9aliser des tests A\/B sur votre site, mais vous ne pouvez pas vous permettre de perdre des conversions. Convertize dirige automatiquement le trafic en utilisant une version avanc\u00e9e de l&rsquo;algorithme de &lsquo;Multi-Armed Bandit&lsquo; (ou Bandit Manchot), c&rsquo;est le\u00a0mode Autopilot.\u00a0L&rsquo;algorithme monitore vos pages A et B pour [&hellip;]<\/p>\n","protected":false},"author":14,"featured_media":17402,"parent":16744,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-website.php","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[],"tags":[],"class_list":{"0":"post-17090","1":"page","2":"type-page","3":"status-publish","4":"has-post-thumbnail","6":"entry"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Autopilot | Multi-Armed Bandit pour A\/B Testing - Convertize<\/title>\n<meta name=\"description\" content=\"Convertize utilise un algorithme de A\/B testing pour diriger le trafic vers la meilleuure version. C&#039;est une version dynymique du &quot;multi-armed bandit&quot;.\" \/>\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.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Autopilot | Multi-Armed Bandit pour A\/B Testing - Convertize\" \/>\n<meta property=\"og:description\" content=\"Convertize utilise un algorithme de A\/B testing pour diriger le trafic vers la meilleuure version. C&#039;est une version dynymique du &quot;multi-armed bandit&quot;.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/\" \/>\n<meta property=\"og:site_name\" content=\"Convertize\" \/>\n<meta property=\"article:modified_time\" content=\"2020-08-04T17:17:47+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.convertize.com\/fr\/wp-content\/uploads\/2019\/02\/illustration-ab-hero.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1962\" \/>\n\t<meta property=\"og:image:height\" content=\"1356\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/\",\"url\":\"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/\",\"name\":\"Autopilot | Multi-Armed Bandit pour A\/B Testing - Convertize\",\"isPartOf\":{\"@id\":\"https:\/\/www.convertize.com\/fr\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.convertize.com\/fr\/wp-content\/uploads\/2019\/02\/illustration-ab-hero.png\",\"datePublished\":\"2019-02-04T12:07:03+00:00\",\"dateModified\":\"2020-08-04T17:17:47+00:00\",\"description\":\"Convertize utilise un algorithme de A\/B testing pour diriger le trafic vers la meilleuure version. C'est une version dynymique du \\\"multi-armed bandit\\\".\",\"breadcrumb\":{\"@id\":\"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/#primaryimage\",\"url\":\"https:\/\/www.convertize.com\/fr\/wp-content\/uploads\/2019\/02\/illustration-ab-hero.png\",\"contentUrl\":\"https:\/\/www.convertize.com\/fr\/wp-content\/uploads\/2019\/02\/illustration-ab-hero.png\",\"width\":1962,\"height\":1356},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"L&rsquo;A\/B Testing enfin accessible\",\"item\":\"https:\/\/www.convertize.com\/fr\/?page_id=16744\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Un Bandit Manchot en qui Vous Pouvez Avoir Confiance\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.convertize.com\/fr\/#website\",\"url\":\"https:\/\/www.convertize.com\/fr\/\",\"name\":\"Convertize\",\"description\":\"May 2026\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.convertize.com\/fr\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Autopilot | Multi-Armed Bandit pour A\/B Testing - Convertize","description":"Convertize utilise un algorithme de A\/B testing pour diriger le trafic vers la meilleuure version. C'est une version dynymique du \"multi-armed bandit\".","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/","og_locale":"fr_FR","og_type":"article","og_title":"Autopilot | Multi-Armed Bandit pour A\/B Testing - Convertize","og_description":"Convertize utilise un algorithme de A\/B testing pour diriger le trafic vers la meilleuure version. C'est une version dynymique du \"multi-armed bandit\".","og_url":"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/","og_site_name":"Convertize","article_modified_time":"2020-08-04T17:17:47+00:00","og_image":[{"width":1962,"height":1356,"url":"https:\/\/www.convertize.com\/fr\/wp-content\/uploads\/2019\/02\/illustration-ab-hero.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Dur\u00e9e de lecture estim\u00e9e":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/","url":"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/","name":"Autopilot | Multi-Armed Bandit pour A\/B Testing - Convertize","isPartOf":{"@id":"https:\/\/www.convertize.com\/fr\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/#primaryimage"},"image":{"@id":"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/#primaryimage"},"thumbnailUrl":"https:\/\/www.convertize.com\/fr\/wp-content\/uploads\/2019\/02\/illustration-ab-hero.png","datePublished":"2019-02-04T12:07:03+00:00","dateModified":"2020-08-04T17:17:47+00:00","description":"Convertize utilise un algorithme de A\/B testing pour diriger le trafic vers la meilleuure version. C'est une version dynymique du \"multi-armed bandit\".","breadcrumb":{"@id":"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/#primaryimage","url":"https:\/\/www.convertize.com\/fr\/wp-content\/uploads\/2019\/02\/illustration-ab-hero.png","contentUrl":"https:\/\/www.convertize.com\/fr\/wp-content\/uploads\/2019\/02\/illustration-ab-hero.png","width":1962,"height":1356},{"@type":"BreadcrumbList","@id":"https:\/\/www.convertize.com\/fr\/solution-ab-testing\/multi-armed-bandit\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"L&rsquo;A\/B Testing enfin accessible","item":"https:\/\/www.convertize.com\/fr\/?page_id=16744"},{"@type":"ListItem","position":2,"name":"Un Bandit Manchot en qui Vous Pouvez Avoir Confiance"}]},{"@type":"WebSite","@id":"https:\/\/www.convertize.com\/fr\/#website","url":"https:\/\/www.convertize.com\/fr\/","name":"Convertize","description":"May 2026","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.convertize.com\/fr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"}]}},"_links":{"self":[{"href":"https:\/\/www.convertize.com\/fr\/wp-json\/wp\/v2\/pages\/17090"}],"collection":[{"href":"https:\/\/www.convertize.com\/fr\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.convertize.com\/fr\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.convertize.com\/fr\/wp-json\/wp\/v2\/users\/14"}],"replies":[{"embeddable":true,"href":"https:\/\/www.convertize.com\/fr\/wp-json\/wp\/v2\/comments?post=17090"}],"version-history":[{"count":0,"href":"https:\/\/www.convertize.com\/fr\/wp-json\/wp\/v2\/pages\/17090\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/www.convertize.com\/fr\/wp-json\/wp\/v2\/pages\/16744"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.convertize.com\/fr\/wp-json\/wp\/v2\/media\/17402"}],"wp:attachment":[{"href":"https:\/\/www.convertize.com\/fr\/wp-json\/wp\/v2\/media?parent=17090"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.convertize.com\/fr\/wp-json\/wp\/v2\/categories?post=17090"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.convertize.com\/fr\/wp-json\/wp\/v2\/tags?post=17090"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}