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July 13, 2005

Programs that can learn game rules

From mahjong to Monopoly, bridge to Bingo, Sorry to Scrabble—games are serious fun. And with their diverse rules, they're also the perfect tools for exploring concepts in artificial intelligence (AI) and new approaches to programming, say Stanford computer scientists.
The concept of general game playing is "drastically different," Genesereth said, from the computer programming done in the past to create programs like IBM's Deep Blue, which beat world chess champion Gary Kasparov in 1997.

"The computer just follows a recipe that has been given to it," Genesereth said of Deep Blue's highly specialized program. The applications for AI are limited in this case because the computer never has to "think" for itself. A program like Deep Blue demonstrates "the smarts of the programmer rather than the smarts of the program," said Genesereth. In AI research, what is important is the intelligence of the program itself.

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Posted by thinkingmachine at July 13, 2005 06:57 PM

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