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Re: Turing test



I think you're thinking of "Samuel".  I believe his method wasn't self-learning per se,
he programmed a checkers system with lots of weighted values, and set the values for
all the weights by analyzing a lot of games.  I'm not sure how automatic the process
was.

Here are a couple of references that were easy to dredge up.

http://www-anw.cs.umass.edu/~rich/book/11/node3.html

also:

Samuel, A. L., (1959), "Some studies in machine learning using the game of checkers", 
IBM Journal of Research Development, 3, 210-229.

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