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Learn Alternative Moves



Hi, there,
 
Is here some one experienced alternative move problems in learning algorithm? Say as if I have a Go classification machine which is taught to identify board configurations with expected moves. One sample said with board configuration A should move to position a, and another said board A, move b. While a neuronetwork is trying to learn this kind of response, (A,a) will tend to cancel (A,b) and (A,b) will cancel (A,a). Here all the samples are distinctive, so no probability mechanism can be applied.

Weimin Xiao