{"id":9706,"date":"2019-07-12T08:25:32","date_gmt":"2019-07-12T08:25:32","guid":{"rendered":"https:\/\/www.onlinepokeramerica.com\/news\/?p=9706"},"modified":"2019-07-12T09:24:16","modified_gmt":"2019-07-12T09:24:16","slug":"facebook-and-cmus-new-poker-ai-beats-five-poker-pros","status":"publish","type":"post","link":"https:\/\/www.onlinepokeramerica.com\/news\/facebook-and-cmus-new-poker-ai-beats-five-poker-pros\/","title":{"rendered":"Facebook and CMU&#8217;s New Poker AI Beats Five Poker Pros"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<p>Poker professionals may soon have to find new jobs as Artificial\nIntelligence seems to be taking over. Facebook and the Carnegie Mellon University\n(CMU) have recently built an Artificial\nIntelligence (AI) bot that was able to\nbeat top human professional poker players in six-player no-limit Texas hold&#8217;em\npoker which is the most popular variant of poker. Pluribus, the AI, beat the\npoker pros in the game in a couple of different formats, that is, one bot and\nfive human players, and five AI bots and one human player.<\/p>\n\n\n\n<p>To begin with, the creation of such a multiplayer bot in itself is a huge milestone in the field of Artificial Intelligence. Moreover, poker has long been regarded as one of the &#8220;grand challenges&#8221; in the field of AI especially because unlike games like chess and Go,<strong> poker involves hidden information.<\/strong> As such, there are complex strategies to poker that are not present in any other game and for this reason, bots and AI have been struggling to account for the hidden information and act on it effectively until now, that is.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" class=\"wp-block-heading\" id=\"building-on-previous-success\">Building on Previous Success<\/h2>\n\n\n\n<p>Pluribus, as it turns out, is a more advanced version of <a rel=\"noreferrer noopener\" aria-label=\"CMU's bot Libratus (opens in a new tab)\" href=\"https:\/\/www.wired.com\/2017\/02\/libratus\/\" target=\"_blank\">CMU&#8217;s bot Libratus<\/a> which was able to beat poker pros in heads up play a few years back. Some of the improvements that have been made include a new online search algorithm which lets Pluribus look at the available options for a few moves ahead, and not just the end of the game. Moreover, it also features <strong>&#8220;faster self-play algorithms for games with hidden information,&#8221;<\/strong> which means that that it is much more efficient in learning how to deal with hidden information in games.<\/p>\n\n\n\n<p>There have, of course, been a decent number of <a href=\"https:\/\/www.onlinepokeramerica.com\/news\/the-online-poker-bot-epidemic-is-still-a-big-problem\/\">AI techniques that have achieved breakthroughs<\/a> in other games. However, they have only been able to beat one other player at no-limit Texas hold&#8217;em \u2013 multiplayer gaming has not been so easy to crack. Pluribus not only achieves that but also does it more efficiently by<strong> taking up only 128 gigabytes of memory and using just two GPUs while playing.<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>&#8220;There were several plays that humans simply are not making at all, especially relating to its bet sizing. Bots\/AI are an important part in the evolution of poker, and it was amazing to have first-hand experience in this large step toward the future,&#8221; Michael &#8216;Gags&#8217; Gagliano a renowned poker player with over $2 million in earnings commented.<\/p><\/blockquote>\n\n\n\n<p>Some of the other <a rel=\"noreferrer noopener\" aria-label=\"poker pros that Pluribus was pitted against (opens in a new tab)\" href=\"https:\/\/ai.facebook.com\/blog\/pluribus-first-ai-to-beat-pros-in-6-player-poker\/\" target=\"_blank\">poker pros that Pluribus was pitted against<\/a> included World Poker Tournament Winners and World Series of Poker Main Event Champions. They are <strong>Chris Ferguson, Greg Merson, Darren Elias, and Jimmy Chou.<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"Poker professionals may soon have to find new jobs as Artificial Intelligence seems to be taking over. Facebook and the Carnegie Mellon University (CMU) have recently built an Artificial Intelligence (AI) bot that was able to beat top human professional poker players in six-player no-limit Texas hold&#8217;em poker which is the most popular variant of [&hellip;]","protected":false},"author":6,"featured_media":9707,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[5],"tags":[649,651,648,650,406,652],"class_list":["post-9706","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-headline","tag-ai","tag-cmu","tag-facebook","tag-pluribus","tag-poker","tag-research"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Facebook and CMU&#039;s New Poker AI Beats Five Poker Pros - Online Poker America News<\/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:\/\/www.onlinepokeramerica.com\/news\/facebook-and-cmus-new-poker-ai-beats-five-poker-pros\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Facebook and CMU&#039;s New Poker AI Beats Five Poker Pros - Online Poker America News\" \/>\n<meta property=\"og:description\" content=\"Poker professionals may soon have to find new jobs as Artificial Intelligence seems to be taking over. Facebook and the Carnegie Mellon University (CMU) have recently built an Artificial Intelligence (AI) bot that was able to beat top human professional poker players in six-player no-limit Texas hold&#8217;em poker which is the most popular variant of [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.onlinepokeramerica.com\/news\/facebook-and-cmus-new-poker-ai-beats-five-poker-pros\/\" \/>\n<meta property=\"og:site_name\" content=\"Online Poker America News\" \/>\n<meta property=\"article:published_time\" content=\"2019-07-12T08:25:32+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2019-07-12T09:24:16+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.onlinepokeramerica.com\/news\/wp-content\/uploads\/sites\/2\/2019\/07\/ai-vs-human-poker.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"767\" \/>\n\t<meta property=\"og:image:height\" content=\"450\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Kate Barrington\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@kencokate\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Kate Barrington\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.onlinepokeramerica.com\/news\/facebook-and-cmus-new-poker-ai-beats-five-poker-pros\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.onlinepokeramerica.com\/news\/facebook-and-cmus-new-poker-ai-beats-five-poker-pros\/\"},\"author\":{\"name\":\"Kate Barrington\",\"@id\":\"https:\/\/www.onlinepokeramerica.com\/news\/#\/schema\/person\/3fea0d80362912dbf8c03b7407d01323\"},\"headline\":\"Facebook and CMU&#8217;s New Poker AI Beats Five Poker Pros\",\"datePublished\":\"2019-07-12T08:25:32+00:00\",\"dateModified\":\"2019-07-12T09:24:16+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.onlinepokeramerica.com\/news\/facebook-and-cmus-new-poker-ai-beats-five-poker-pros\/\"},\"wordCount\":452,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.onlinepokeramerica.com\/news\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.onlinepokeramerica.com\/news\/facebook-and-cmus-new-poker-ai-beats-five-poker-pros\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.onlinepokeramerica.com\/news\/wp-content\/uploads\/sites\/2\/2019\/07\/ai-vs-human-poker.jpg\",\"keywords\":[\"AI\",\"CMU\",\"Facebook\",\"Pluribus\",\"poker\",\"research\"],\"articleSection\":[\"Headline\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.onlinepokeramerica.com\/news\/facebook-and-cmus-new-poker-ai-beats-five-poker-pros\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.onlinepokeramerica.com\/news\/facebook-and-cmus-new-poker-ai-beats-five-poker-pros\/\",\"url\":\"https:\/\/www.onlinepokeramerica.com\/news\/facebook-and-cmus-new-poker-ai-beats-five-poker-pros\/\",\"name\":\"Facebook and CMU's New Poker AI Beats Five Poker Pros - 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