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ChristianKl comments on AlphaGo versus Lee Sedol - Less Wrong Discussion
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Does AlphaGo use the history of the 1,000,000 games it played against itself to look up similar situations, or is that game history only used to train weights of the algorithm?
AlphaGo doesn't do any lookup of positions.