Imo, you do not have enough playing data to train full network. One way to do this might be to have a general system to estimate player strength from his records. My http://gostyle.j2m.cz project does something similar, but for strong players it is not very precise..
I have recently tried to do this using cnn (from position, predict rank of both players) and it works a bit, but still with high error and variance, so it is not very reliable. See my blog for a report on this http://jmoudrik.github.io/post/2016/01/15/convolutional_neural_net_for_Go_strength_prediction.html Regards, Josef Dne so 30. 1. 2016 15:50 uživatel Petri Pitkanen <petri.t.pitka...@gmail.com> napsal: > I do not think such exercise would give any meaningful results. NN would > not imitate it's 'hero' 1-1 not even close > > Funny such discussion keep on going on in Chess and Go, in chess i think > Steiniz would be wiped of board by best players of today, but still he > would be way better as he created much of modern chess anyway. I am pretty > sure such players exists in Go as well > > 2016-01-30 14:23 GMT+02:00 "Ingo Althöfer" <3-hirn-ver...@gmx.de>: > >> Hi, >> >> in a German computer-go subforum we have a discussion which >> involves a comparison of the "absolute" playing strengths of >> current hero Lee Sedol and Shusaku (1829-1862). >> http://senseis.xmp.net/?Shusaku >> It is not possible to let them play a match against each other. >> >> But what about the following: Build two neural nets A and B with the same >> overall structure. Let A be trained with the games of Sedol, and B >> be trained with the games of Shusaku. Then let go bots based on A >> and B play against each other. Would the outcome typically say something >> about the playing strengths of Sedol and Shusaku in comparison? >> >> Ingo. >> _______________________________________________ >> Computer-go mailing list >> Computer-go@computer-go.org >> http://computer-go.org/mailman/listinfo/computer-go > > > _______________________________________________ > Computer-go mailing list > Computer-go@computer-go.org > http://computer-go.org/mailman/listinfo/computer-go
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