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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Andrew EisenThat was quick! Pretty accurate cosplay of the new Ghostbuster uniform and proton pack: https://twitter.com/mirabellemusing/status/61673135125394227207/03/2015 - 6:23pm
Matthew Wilson@mast I dont know, but I do know it got a cult fallowing here.07/03/2015 - 6:22pm
MastermuneWasn't the Zero Escape series more popular here than in Japan?07/03/2015 - 6:19pm
Matthew Wilson@mast given the game was revealed in the US, I wouldnt be shocked if it was released at the same time.07/03/2015 - 6:15pm
MastermuneI don't trust the big AAA worldwide simultaneous releases though.07/03/2015 - 5:57pm
Mastermune@Infophile I have come to the conclusion that smaller games like zero escape, JRPG's and the like are actually worth preordering sinc they are limited quantities and since they usually release in japan first we know if there are any issues.07/03/2015 - 5:56pm
Infophile@Matthew! Awesome news. I'd preorder on that shout alone if I didn't have a policy against preordering anymore.07/03/2015 - 5:16pm
Matthew Wilsonzero escape 3 was announced today.07/03/2015 - 4:21pm
Matthew Wilson@pnx I am guessing a ddoss since that is what happened to neogaf, but sony needs to do a investment in psn as a whole. steam is still the most reliable and fastest digital platform I use.07/03/2015 - 3:06pm
PHX Corphttp://www.vg247.com/2015/07/03/psn-is-down-sony-investigating/ not again: PSN is down, Sony investigating07/03/2015 - 3:04pm
Matthew Wilsonhttp://www.vg247.com/2015/07/03/digital-extremes-trespasser-keystone-pc/ if true, this is funny and embarrassing for Digital Extremes. companies need too have better security.07/03/2015 - 2:57pm
Matthew Wilsonhttp://www.gamespot.com/videos/the-point-destiny-the-hardcore-gamers-slot-machine/2300-6425852/ this is very good, and well researched.07/03/2015 - 12:41pm
InfophileOther features to become standard: The ability to remap controls however the hell I want. Quicksave at any time (especially for handheld and mobile games). Plus everything Andrew said07/03/2015 - 10:43am
InfophileRegion-freeing becomes tricky for games with a strong online component though, especially when the servers are run by different branches in different regions.07/03/2015 - 10:41am
InfophileI'm in favor of getting rid of region-locking for any purchased games. I can understand an exception for free, ad-supported games, as many ads are only relevant in certain regions, and it's a ridiculous hassle to get ads for all regions.07/03/2015 - 10:40am
PHX Corphttp://kotaku.com/payday-2-has-been-broken-on-xbox-one-for-three-weeks-1715384186 Payday 2 Has Been Broken On Xbox One For Three Weeks07/03/2015 - 8:44am
Matthew Wilsonhttps://www.reddit.com/r/OutOfTheLoop/comments/3bxduw/why_was_riama_along_with_a_number_of_other_large/ here is a more complete acount of whats going on.07/03/2015 - 1:32am
Matthew Wilsonredit is on fire right now. most subreddits have been set to private.07/03/2015 - 1:24am
MattsworknameYou know andrew, those are actualy rock solid ideas, I woudl like those features a bunch ,especially with games that a cut scene heavly. looking at you kojima!07/03/2015 - 1:18am
Andrew EisenActually, "things I'd like to see become standard in video games" ain't a bad idea for one of my future YouTube videos.07/03/2015 - 1:05am
 

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