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

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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WonderkarpI'm actually quite excited for rockband 4. cause I feel like theyve had enough time to learn from mistakes and make a better game with better accessories03/05/2015 - 2:22pm
Andrew EisenAnd, for those who want more detail on Rock Band 4, here's an interview with the dev: http://www.hardcoregamer.com/2015/03/05/harmonix-talks-rock-band-4-wii-u-version-missing-keytar-and-upcoming-songs/137579/03/05/2015 - 2:08pm
Wonderkarphttp://techraptor.net/content/rock-band-4-announced Rock Band 4 is coming.03/05/2015 - 12:29pm
Andrew EisenMechaTama - Again, my apologies for being unclear. The last sentence really should have started "For example, in the below link," similar to how I worded the request the last time I made it.03/05/2015 - 11:57am
Papa MidnightBecause, you know, that's worked out so well over the past 10 years that they've said the same exact thing: https://i.imgur.com/RFrFNoZ.jpg03/05/2015 - 9:25am
Papa MidnightAh, it's a new year. You know what that means: time for Microsoft to renew it's promise on PC Gaming! http://www.businessinsider.com/windows-10-games-2015-303/05/2015 - 9:24am
MechaTama31Not to belabor the point, but you did say "folks" and "any links", which doesn't sound to me like you were referring only to one particular link... </pedant> ;)03/05/2015 - 8:33am
MechaCrashIt can be made extraneous, depending on how you format the URL. For example: http://youtu.be/dQw4w9WgXcQ03/05/2015 - 6:28am
Andrew EisenMechaTama - I was referring specifically to the link below my post. I should have been more clear. My bad.03/05/2015 - 2:42am
james_fudgefair point, let's say "excluding YouTube videos"03/05/2015 - 2:25am
MechaTama31The stuff after the ? is not *always* extraneous.03/04/2015 - 11:57pm
MechaTama31AE: But that would make your link https://www.youtube.com/watch , which wouldn't work so well... ;)03/04/2015 - 11:56pm
E. Zachary KnightFor those curious, that timeline came from Destructoid: http://www.destructoid.com/tomm-hulett-s-unified-mario-timeline-theory-288472.phtml03/04/2015 - 8:11pm
WymorenceJeez, who'd have thought Yoshi doing a good deed was the reason for everything in Mushroom Kingdom being so screwed up...?03/04/2015 - 7:49pm
prh99The most popular games on Steam for 2014 http://bit.ly/1zLE0r403/04/2015 - 7:47pm
Papa MidnightWow, EZK. Oh my goodness, that timeline is huge.03/04/2015 - 6:59pm
E. Zachary KnightIt's the Super Mario timeline. https://dl.dropboxusercontent.com/u/386496/smbTimeline_huge.png03/04/2015 - 6:49pm
prh99There are the various URL shortening services.03/04/2015 - 6:45pm
WymorenceIronic that they're releasing a game about cops and robbers in essence while they don the "extortionist" mask...03/04/2015 - 6:38pm
james_fudgeI'm not a miracle worker :)03/04/2015 - 6:09pm
 

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