{"id":1351,"date":"2014-08-19T16:35:14","date_gmt":"2014-08-19T14:35:14","guid":{"rendered":"http:\/\/lwibs01.gm.fh-koeln.de\/blogs\/konen\/?p=1351"},"modified":"2015-03-11T16:37:59","modified_gmt":"2015-03-11T14:37:59","slug":"talk-at-cig2014-computational-intelligence-in-games-in-dortmund-2","status":"publish","type":"post","link":"https:\/\/blogs.gm.fh-koeln.de\/konen\/2014\/08\/19\/talk-at-cig2014-computational-intelligence-in-games-in-dortmund-2\/","title":{"rendered":"Talk at CIG&#8217;2014 (Computational Intelligence in Games) in Dortmund"},"content":{"rendered":"<div class=\"twoclick_social_bookmarks_post_1351 social_share_privacy clearfix 1.6.4 locale-de_DE sprite-de_DE\"><\/div><div class=\"twoclick-js\"><script type=\"text\/javascript\">\/* <![CDATA[ *\/\njQuery(document).ready(function($){if($('.twoclick_social_bookmarks_post_1351')){$('.twoclick_social_bookmarks_post_1351').socialSharePrivacy({\"txt_help\":\"Wenn Sie diese Felder durch einen Klick aktivieren, werden Informationen an Facebook, Twitter, Flattr, Xing, t3n, LinkedIn, Pinterest oder Google eventuell ins Ausland \\u00fcbertragen und unter Umst\\u00e4nden auch dort gespeichert. N\\u00e4heres erfahren Sie durch einen Klick auf das <em>i<\\\/em>.\",\"settings_perma\":\"Dauerhaft aktivieren und Daten\\u00fcber-tragung zustimmen:\",\"info_link\":\"http:\\\/\\\/www.heise.de\\\/ct\\\/artikel\\\/2-Klicks-fuer-mehr-Datenschutz-1333879.html\",\"uri\":\"https:\\\/\\\/blogs.gm.fh-koeln.de\\\/konen\\\/2014\\\/08\\\/19\\\/talk-at-cig2014-computational-intelligence-in-games-in-dortmund-2\\\/\",\"post_id\":1351,\"post_title_referrer_track\":\"Talk+at+CIG%26%238217%3B2014+%28Computational+Intelligence+in+Games%29+in+Dortmund\",\"display_infobox\":\"on\"});}});\n\/* ]]> *\/<\/script><\/div><p class=\"lead\">\n\t<img loading=\"lazy\" decoding=\"async\" alt=\"Connect-4 Board\" height=\"371\" src=\"http:\/\/lwibs01.gm.fh-koeln.de\/blogs\/konen\/wp-content\/uploads\/c4boardv2.png\" width=\"434\" \/>\n<\/p>\n<p>\n\tFrom August, 26th &#8211; 29th, 2014, the International Conference &quot;Computational Intelligence in Games&quot; (CIG&#039;2014) will be held in Dortmund. We are happy that we could place a presentation there.\n<\/p>\n<p>\n\tTogether with master students Markus Thill, Samineh Bagheri and PostDoc Patrick Koch, I will present some work on Connect-4, the well-known board game. In 2012 we could for the first time construct an agent which learned to play the game nearly perfectly just from self-play. So far, however, learning was rather slow (1.5 millions of training games). Now we could develop with new methods (Online Learning Rate Adaption, Eligibility Traces) a new agent with learning time greatly reduced <strong>by a factor of more than 10<\/strong> (115 000 training games).\n<\/p>\n<p>\n\tThe publication is available here <a href=\"http:\/\/lwibs01.gm.fh-koeln.de\/blogs\/konen\/files\/2014\/08\/ThillCIG2014.pdf\">ThillCIG2014<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>From August, 26th &#8211; 29th, 2014, the International Conference &quot;Computational Intelligence in Games&quot; (CIG&#039;2014) will be held in Dortmund. We are happy that we could place a presentation there. Together with master students Markus Thill, Samineh Bagheri and PostDoc Patrick Koch, I will present some work on Connect-4, the well-known board game. In 2012 we&#8230;  <a href=\"https:\/\/blogs.gm.fh-koeln.de\/konen\/2014\/08\/19\/talk-at-cig2014-computational-intelligence-in-games-in-dortmund-2\/\" class=\"more-link\" title=\"Read Talk at CIG&#8217;2014 (Computational Intelligence in Games) in Dortmund\"><?php _e(\"Read more &raquo;\",\"wpbootstrap\"); ?><\/a><\/p>\n","protected":false},"author":38,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[],"tags":[9596,9619],"class_list":["post-1351","post","type-post","status-publish","format-standard","hentry","tag-connect4-en","tag-games-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/posts\/1351","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/users\/38"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/comments?post=1351"}],"version-history":[{"count":2,"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/posts\/1351\/revisions"}],"predecessor-version":[{"id":1353,"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/posts\/1351\/revisions\/1353"}],"wp:attachment":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/media?parent=1351"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/categories?post=1351"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/tags?post=1351"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}