The Slashdot article was low on info, but an Arimaa program, Sharp,
apparently beat the humans to win the $12000 prize described here:
  http://arimaa.com/arimaa/challenge/2015/

There is some description of what it did to improve here:

http://arimaa.com/arimaa/forum/cgi/YaBB.cgi?board=devTalk;action=display;num=1429402345;start=1#1

To my untrained eye it looks like they are all game-specific, rather
than something we could steal from to use in other games and other
domains :-)

Darren

-- 
Darren Cook, Software Researcher/Developer
My new book: Data Push Apps with HTML5 SSE
Published by O'Reilly: (ask me for a discount code!)
  http://shop.oreilly.com/product/0636920030928.do
Also on Amazon and at all good booksellers!
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