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The number of games doesn't really effect improvement. Let's say that in the 500th game that is discovers the common Nf7 fork. This knowledge isn't useful until it plays enough games to discover that the rook is worth mort than a knight. Both pieces of information is needed, plus and ability to associate them, to understand that the fork is a positive play....

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