{"id":15095,"date":"2017-04-11T00:57:13","date_gmt":"2017-04-11T00:57:13","guid":{"rendered":"http:\/\/www.kurzweilai.net\/?p=299031"},"modified":"2017-04-16T03:23:50","modified_gmt":"2017-04-16T03:23:50","slug":"carnegie-mellon-university-ai-beats-top-chinese-poker-players","status":"publish","type":"post","link":"https:\/\/hoo.central12.com\/fugic\/2017\/04\/11\/carnegie-mellon-university-ai-beats-top-chinese-poker-players\/","title":{"rendered":"Carnegie Mellon University AI beats top Chinese poker players"},"content":{"rendered":"<div id=\"attachment_299036\" class=\"wp-caption aligncenter\" style=\"width: 601px;  border: 1px solid #dddddd; background-color: #f3f3f3; padding-top: 4px; margin: 10px; text-align:center; display: block; margin-right: auto; margin-left: auto;\"><img class=\" wp-image-299036\" title=\"AI vs Chinese poker players\" src=\"http:\/\/www.kurzweilai.net\/images\/AI-vs-Chinese-poker-players.png\" alt=\"\" width=\"591\" height=\"391\" \/><p style=' padding: 0 4px 5px; margin: 0;'  class=\"wp-caption-text\">Carnegie Mellon University professor Tuomas Sandholm\u00a0talks to Kai-Fu Lee, head of Sinovation Ventures, a Chinese venture capital firm, as Lee plays poker against Lengpudashi AI (credit: Sinovation Ventures)<\/p><\/div>\n<p>Artificial intelligence (AI) triumphed over human poker players again (see &#8220;<a href=\"http:\/\/www.kurzweilai.net\/carnegie-mellon-ai-beats-t\" >Carnegie Mellon AI beats top poker pros &#8212; a first<\/a>&#8220;), as a computer program developed by Carnegie Mellon University (CMU) researchers beat six Chinese players by a total of $792,327 in virtual chips during a five-day, 36,000-hand exhibition that ended today (April 10, 2017) in Hainan, China.<\/p>\n<p>The AI software program, called Lengpudashi (&#8220;cold poker master&#8221;) is a version of Libratus, the CMU AI that beat four top poker professionals during a 20-day, 120,000-hand Heads-Up No-Limit Texas Hold&#8217;em competition in January in Pittsburgh, Pennsylvania.<\/p>\n<p>Strategic Machine Inc.*, a company founded by\u00a0<a href=\"http:\/\/www.cs.cmu.edu\/~sandholm\/\">Tuomas Sandholm<\/a>, professor of computer science and co-creator of Libratus\/Lengpudashi with Noam Brown, a Ph.D. student in computer science, will take home a pot worth approximately $290,000.<\/p>\n<div id=\"attachment_299048\" class=\"wp-caption aligncenter\" style=\"width: 603px;  border: 1px solid #dddddd; background-color: #f3f3f3; padding-top: 4px; margin: 10px; text-align:center; display: block; margin-right: auto; margin-left: auto;\"><img class=\" wp-image-299048\" title=\"Lengpudashi AI vs humans\" src=\"http:\/\/www.kurzweilai.net\/images\/Lengpudashi-AI-vs-humans.png\" alt=\"\" width=\"593\" height=\"377\" \/><p style=' padding: 0 4px 5px; margin: 0;'  class=\"wp-caption-text\">Results of the tournament pitting Lengpudashi AI against four top poker professionals (credit: Sinovation Ventures)<\/p><\/div>\n<p>The human players, called Team Dragons, were led by\u00a0<a href=\"http:\/\/www.cardplayer.com\/poker-news\/20592-yue-du-wins-2016-world-series-of-poker-5-000-no-limit-hold-em-event\">Alan Du<\/a>, a Shanghai venture capitalist who won a 2016 World Series of Poker bracelet.<\/p>\n<p>The exhibition was organized by\u00a0<a href=\"http:\/\/www.bloomberg.com\/research\/stocks\/people\/person.asp?personId=23182347&amp;privcapId=29096\">Kai-Fu Lee<\/a>, a CMU alumnus and former faculty member who is CEO of\u00a0<a href=\"http:\/\/www.sinovationventures.com\/\">Sinovation Ventures<\/a>, an early-stage venture capital firm that invests in startups in China and the United States. He is a former executive of Apple, Microsoft and Google, and is one of the most prominent figures in China&#8217;s internet sector.<\/p>\n<p><em>* Strategic Machine has exclusively licensed Libratus and other technologies from Sandholm&#8217;s CMU laboratory. Strategic Machine targets a broad set of applications: poker and other recreational games, business strategy, negotiation, cybersecurity, physical security, military applications, strategic pricing, finance, auctions, political campaigns, and medical treatment planning.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Artificial intelligence (AI) triumphed over human poker players again (see &ldquo;Carnegie Mellon AI beats top poker pros &mdash; a first&ldquo;), as a computer program developed by Carnegie Mellon University (CMU) researchers beat six Chinese players by a total of $792,327 in virtual chips during a five-day, 36,000-hand exhibition that ended today (April 10, 2017) in [&#8230;]<\/p>\n","protected":false},"author":13,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[46,43],"tags":[],"class_list":["post-15095","post","type-post","status-publish","format-standard","hentry","category-airobotics","category-news"],"_links":{"self":[{"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/posts\/15095"}],"collection":[{"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/comments?post=15095"}],"version-history":[{"count":3,"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/posts\/15095\/revisions"}],"predecessor-version":[{"id":15238,"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/posts\/15095\/revisions\/15238"}],"wp:attachment":[{"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/media?parent=15095"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/categories?post=15095"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/tags?post=15095"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}