{"id":186833,"date":"2015-02-27T22:43:44","date_gmt":"2015-02-28T03:43:44","guid":{"rendered":"http:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/uncategorized\/teaching-computers-how-to-play-atari-better-than-humans.php"},"modified":"2015-02-27T22:43:44","modified_gmt":"2015-02-28T03:43:44","slug":"teaching-computers-how-to-play-atari-better-than-humans","status":"publish","type":"post","link":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/artificial-intelligence\/teaching-computers-how-to-play-atari-better-than-humans.php","title":{"rendered":"Teaching computers how to play Atari better than humans"},"content":{"rendered":"<p><p>    GWEN IFILL: Next: Playing video games might    seem like childs play.  <\/p>\n<p>    But, as Tom Clarke of Independent Television News reports, its    also at the frontier of artificial intelligence.  <\/p>\n<p>    TOM CLARKE: It was the late 1970s, and for the    first generation of video gamers, Atari was king. By the    standards of the day, the graphics were mind-blowing, the sound    out of this world.  <\/p>\n<p>    And the selection of games just went on and on and on.  <\/p>\n<p>    Ah.  <\/p>\n<p>    Compared to the video games of today, Atari looks pretty    clunky, but the games are still quite difficult to play,    especially if you havent picked one up for 30 years, like me.    But its that exact combination of simple graphics, but quite    challenging game play, that has attracted the cutting edge of    artificial intelligence researchers back to the 1970s.  <\/p>\n<p>    This version of Space Invaders isnt being played by a    person, but a system of computer algorithms that is learning    how to play it just by looking at the pixels on the screen. It    may not sound like it, but its something of a breakthrough,    the work of one of the finest young minds in A.I. research,    North Londoner Demis Hassabis.  <\/p>\n<p>    DEMIS HASSABIS, Vice President, DeepMind    Technologies: We dont actually give any clues to the    system about what it is supposed to do in the game, what its    controlling, how it gets a score, whats valuable in the game,    what the right strategies are. It has to learn all those things    from first principles.  <\/p>\n<p>    TOM CLARKE: Hassabis shows me his system    playing the classic paddle game Breakout.  <\/p>\n<p>    DEMIS HASSABIS: So now, about two hours in,    now it can play the game pretty much as good as any human,    professional human player could, even when its coming at very    fast angles. And then we thought, well, thats pretty good, but    what would happen if we just left it playing for another couple    of hours?  <\/p>\n<p><!-- Auto Generated --><\/p>\n<p>Visit link: <\/p>\n<p><a target=\"_blank\" href=\"http:\/\/www.pbs.org\/newshour\/bb\/teaching-computers-play-atari-better-humans\" title=\"Teaching computers how to play Atari better than humans\">Teaching computers how to play Atari better than humans<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p> GWEN IFILL: Next: Playing video games might seem like childs play.  <a href=\"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/artificial-intelligence\/teaching-computers-how-to-play-atari-better-than-humans.php\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"limit_modified_date":"","last_modified_date":"","_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[13],"tags":[],"class_list":["post-186833","post","type-post","status-publish","format-standard","hentry","category-artificial-intelligence"],"modified_by":null,"_links":{"self":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/posts\/186833"}],"collection":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/comments?post=186833"}],"version-history":[{"count":0,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/posts\/186833\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/media?parent=186833"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/categories?post=186833"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/tags?post=186833"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}