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[SD] Computer Learns Language by Playing Games

post #1 of 5
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In 2009, at the annual meeting of the Association for Computational Linguistics (ACL), researchers in the lab of Regina Barzilay, associate professor of computer science and electrical engineering, took the best-paper award for a system that generated scripts for installing a piece of software on a Windows computer by reviewing instructions posted on Microsoft's help site. At this year's ACL meeting, Barzilay, her graduate student S. R. K. Branavan and David Silver of University College London applied a similar approach to a more complicated problem: learning to play "Civilization," a computer game in which the player guides the development of a city into an empire across centuries of human history. When the researchers augmented a machine-learning system so that it could use a player's manual to guide the development of a game-playing strategy, its rate of victory jumped from 46 percent to 79 percent.
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Whaaaaat!
     
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post #2 of 5
Very interesting but I believe I've heard about this on here before. It seems the thread doesn't exist anymore, though.
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post #3 of 5
Quote:
Originally Posted by Goaky View Post
Very interesting but I believe I've heard about this on here before. It seems the thread doesn't exist anymore, though.
Take your pick. One is from Science Daily and the other was merged and closed.

http://www.overclock.net/technology-...ing-games.html

http://www.overclock.net/technology-...uter-rtfm.html
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post #4 of 5
Can we download that as a bot?
post #5 of 5
skynet anyone!
 
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