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<pubDate>Thu, 11 Oct 2012 17:00:00 PDT</pubDate>
<title>DailyDirt: Games Played By Computers</title>
<dc:creator>Michael Ho</dc:creator>
<link>http://www.techdirt.com/articles/20101011/04435411362/dailydirt-games-played-computers.shtml</link>
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<description><![CDATA[ Artificial intelligence projects have come a long way with algorithms that can beat some of the best humans at poker and chess and a whole bunch of other games. There are still a few games that people can clearly play better than computers, but that list is getting shorter all the time. Here are just a few bots that are learning how to beat us at our own games.

<ul>
<li> <a title="http://www.newscientist.com/article/mg21528726.300-computer-watches-you-play-a-game-then-beats-you-at-it.html" href="http://bit.ly/Vu1F0b">French researchers are working on software that can learn how to play a game just by watching humans play -- and their software has mastered games like tic-tac-toe and connect4.</a> More complex games like chess are a bit too difficult, but maybe someday learning algorithms will be able to take on arbitrary games. [<a href="http://www.newscientist.com/article/mg21528726.300-computer-watches-you-play-a-game-then-beats-you-at-it.html">url</a>]</li>

<li> <a title="http://www.telegraph.co.uk/technology/technology-video/9358901/Scissors-Paper-Stone-unbeatable-robot-wins-every-hand.html" href="http://bit.ly/ST4AJc">Playing Rock-Paper-Scissors with a robot hand doesn't sound like a particularly winnable game -- especially when the robot cheats all the time.</a> This robot only takes about a millisecond to detect what a human hand will play, so the only winning strategy for humans is to try to come up with deceptive ways to play RPS. [<a href="http://www.telegraph.co.uk/technology/technology-video/9358901/Scissors-Paper-Stone-unbeatable-robot-wins-every-hand.html">url</a>]</li>

<li> <a title="http://www.utexas.edu/news/2012/09/26/artificially-intelligent-game-bots-pass-the-turing-test-on-turing%E2%80%99s-centenary/" href="http://bit.ly/TiaQe0">A panel of judges couldn't tell the difference between a computer player and a human player in an Unreal tournament (in a strange kind of Turing test).</a> Non-player characters controlled by algorithms are getting more and more human-like, and pretty soon humans won't even need to play video games anymore.... [<a href="http://www.utexas.edu/news/2012/09/26/artificially-intelligent-game-bots-pass-the-turing-test-on-turing%E2%80%99s-centenary/">url</a>]</li>

</ul>

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