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Or maybe it is just memorizing a very large number of games.



They address the possibility of memorization in the PDF:

> This effect cannot be explained by memorization since < 1.41% of the initial puzzle board states appear in our training set.


Seems more like a 'compression' of the large number of games, or even like an approximate 'index' of the database




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