{"id":236,"date":"2015-08-19T22:29:46","date_gmt":"2015-08-20T02:29:46","guid":{"rendered":"http:\/\/www.carloswsmith.com\/blog\/?p=236"},"modified":"2015-08-19T22:29:46","modified_gmt":"2015-08-20T02:29:46","slug":"%e2%96%b6-mario-machine-learning-for-video-games-youtube","status":"publish","type":"post","link":"https:\/\/www.carloswsmith.com\/blog\/?p=236","title":{"rendered":"\u25b6 MarI\/O &#8211; Machine Learning for Video Games &#8211; YouTube"},"content":{"rendered":"<p><iframe loading=\"lazy\" title=\"MarI\/O - Machine Learning for Video Games\" width=\"510\" height=\"287\" src=\"https:\/\/www.youtube.com\/embed\/qv6UVOQ0F44?start=345&#038;feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p>Many good links in video description:<\/p>\n<p>MarI\/O is a program made of neural networks and genetic algorithms that kicks butt at Super Mario World.<br \/>\nSource Code: <a class=\"yt-uix-redirect-link\" title=\"http:\/\/pastebin.com\/ZZmSNaHX\" href=\"http:\/\/pastebin.com\/ZZmSNaHX\" target=\"_blank\" rel=\"nofollow\">http:\/\/pastebin.com\/ZZmSNaHX<\/a><br \/>\n&#8220;NEAT&#8221; Paper: <a class=\"yt-uix-redirect-link\" title=\"http:\/\/nn.cs.utexas.edu\/downloads\/papers\/stanley.ec02.pdf\" href=\"http:\/\/nn.cs.utexas.edu\/downloads\/papers\/stanley.ec02.pdf\" target=\"_blank\" rel=\"nofollow\">http:\/\/nn.cs.utexas.edu\/downloads\/pap&#8230;<\/a><br \/>\nSome relevant Wikipedia links:<br \/>\n<a class=\"yt-uix-redirect-link\" title=\"https:\/\/en.wikipedia.org\/wiki\/Neuroevolution\" href=\"https:\/\/en.wikipedia.org\/wiki\/Neuroevolution\" target=\"_blank\" rel=\"nofollow\">https:\/\/en.wikipedia.org\/wiki\/Neuroev&#8230;<\/a><br \/>\n<a class=\"yt-uix-redirect-link\" title=\"https:\/\/en.wikipedia.org\/wiki\/Evolutionary_algorithm\" href=\"https:\/\/en.wikipedia.org\/wiki\/Evolutionary_algorithm\" target=\"_blank\" rel=\"nofollow\">https:\/\/en.wikipedia.org\/wiki\/Evoluti&#8230;<\/a><br \/>\n<a class=\"yt-uix-redirect-link\" title=\"https:\/\/en.wikipedia.org\/wiki\/Artificial_neural_network\" href=\"https:\/\/en.wikipedia.org\/wiki\/Artificial_neural_network\" target=\"_blank\" rel=\"nofollow\">https:\/\/en.wikipedia.org\/wiki\/Artific&#8230;<\/a><br \/>\nBizHawk Emulator: <a class=\"yt-uix-redirect-link\" title=\"http:\/\/tasvideos.org\/BizHawk.html\" href=\"http:\/\/tasvideos.org\/BizHawk.html\" target=\"_blank\" rel=\"nofollow\">http:\/\/tasvideos.org\/BizHawk.html<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Many good links in video description: MarI\/O is a program made of neural networks and genetic algorithms that kicks butt at Super Mario World. Source Code: http:\/\/pastebin.com\/ZZmSNaHX &#8220;NEAT&#8221; Paper: http:\/\/nn.cs.utexas.edu\/downloads\/pap&#8230; Some relevant Wikipedia links: https:\/\/en.wikipedia.org\/wiki\/Neuroev&#8230; https:\/\/en.wikipedia.org\/wiki\/Evoluti&#8230; https:\/\/en.wikipedia.org\/wiki\/Artific&#8230; BizHawk Emulator: http:\/\/tasvideos.org\/BizHawk.html<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-236","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/www.carloswsmith.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/236","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.carloswsmith.com\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.carloswsmith.com\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.carloswsmith.com\/blog\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.carloswsmith.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=236"}],"version-history":[{"count":2,"href":"https:\/\/www.carloswsmith.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/236\/revisions"}],"predecessor-version":[{"id":251,"href":"https:\/\/www.carloswsmith.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/236\/revisions\/251"}],"wp:attachment":[{"href":"https:\/\/www.carloswsmith.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=236"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.carloswsmith.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=236"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.carloswsmith.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=236"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}