MIT Researchers Tell Game Playing AI to RTFM

July 13, 2011

According to Rock, Paper, Shotgun, MIT’s Computer Science and Artificial Intelligence Lab has found a way to improve the performance of game-playing AI by enabling it to read the manual prior to play. According to RPS, the AI was able to improve its performance in Civ by reading the manual considerably. Here's an excerpt from MIT's web site:

"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."

A 30 percent increase in performance is pretty impressive, as is the AI's ability to translate the written instructions in the manual into actual gameplay. You can read an exhaustive report on this little experiment at MIT.

Comments

Re: MIT Researchers Tell Game Playing AI to RTFM

Submitted by katiekat on Wed, 07/13/2011 - 22:15.

yes becuse what i want is a pc that can kick my ass nomater what i do most of the time lol

am dyslexic and have a learning disablement from when i died as a baby and sustained brain damage do to lack of oxygen pleas pardon my bad spelling and grammar

 

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am dyslexic and have a learning disablement from when i died as a baby and sustained brain damage do to lack of oxygen pleas pardon my bad spelling and grammar-

 
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DorthLous: Anybody tried Hiversaire? Thoughts?05/22/2013 - 5:48pm
E. Zachary Knight: New Humble Bundle Weekly Sale. Alan Wake: https://www.humblebundle.com/weekly No Linux or Mac support. :(05/22/2013 - 1:46pm
E. Zachary Knight: Microsoft talks about the lack of backward compatability. You're backwards. http://www.gamasutra.com/view/news/192801/If_youre_backwards_compatible_youre_really_backwards.php05/22/2013 - 1:39pm
E. Zachary Knight: That is absolutely nuts there. As bad an experience XBox Indie Games was, the problems weren't with the self published side of things. Forcing a publisher onto independent studios is not going to help.05/22/2013 - 10:43am
MaskedPixelante: http://www.eurogamer.net/articles/2013-05-22-microsoft-wont-let-indies-self-publish-on-xbox-one And the hits just keep on coming.05/22/2013 - 9:20am
E. Zachary Knight: AE: You beat me to it. That's what I get for taking the night off.05/22/2013 - 7:40am
E. Zachary Knight: To continue the confused and convoluted messaging system present in EA, They are making Wii U games: http://www.gamasutra.com/view/news/192753/EA_is_working_on_Wii_U_games_after_all.php05/22/2013 - 7:33am
Imautobot: I gotta admit, I seriously believed Microsoft was going to "Bring It" with this new console. But they failed, and I think that failure might be Epic.05/22/2013 - 7:27am
Andrew Eisen: Well, the Xbox One reveal certainly had an interesting affect on the big 3's stock prices. https://twitter.com/AndrewEisen/status/33705126448977100805/21/2013 - 10:45pm
PHX Corp: http://kotaku.com/so-the-xbox-one-reveal-screwed-up-a-lot-of-peoples-kin-509179256 So The Xbox One Reveal Screwed With Some People's Kinects05/21/2013 - 10:36pm
Zen: On a funny side note...both of my boys have already voted NOT to get the Xbox One as soon as they found out Minecraft won't transfer lol. Some people have priorities damnit! ;)05/21/2013 - 9:27pm
Andrew Eisen: Here's the full quote on EA making Wii U games according to Neogaf: http://www.neogaf.com/forum/showthread.php?t=56112105/21/2013 - 8:19pm
Andrew Eisen: Xbox One may not be always on but that doesn't mean you can use it without an internet connection. http://kotaku.com/xbox-one-does-require-internet-connection-cant-play-o-50916410905/21/2013 - 7:39pm
Andrew Eisen: Polygon says EA's CFO says it is developing games for Wii U but doesn't provide that quote. http://www.polygon.com/2013/5/21/4351844/ea-developing-wii-u-games05/21/2013 - 7:11pm
Andrew Eisen: Well, I was right. Both Sony and Microsoft's consoles will be out by the year's end and both will be significantly more powerful than the current gen.05/21/2013 - 5:06pm
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Zen: Just to let ya know...you called it the "Xbox 260" in the backwards compatibility article lol.05/21/2013 - 4:26pm
Zen: @PHX Awesome, I will hit those up after class tonight. Going back to college finally! :) My kids have had a blast telling ME to do my homework now lol.05/21/2013 - 4:19pm
PHX Corp: @Zen I sent you a friend request on both PSN and XBL, just a heads up05/21/2013 - 4:16pm
Zen: I noticed it with the football players when EA showed off Madden as well.05/21/2013 - 4:11pm
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