i think similar approaches have been done. I can recall seeing it. Though
in Backgammon they did train only by endresult and seemed to work fine.
Originally anyway, now the have separate NN-for certain phases of the game

2016-01-30 18:07 GMT+02:00 Xavier Combelle <[email protected]>:

> I had got an idea but I don't think I'm strong enough programmer to
> implement it. (In particular I know quite nothing about neural network)
> So I submit it here.
>
> If we have a neural network which is able to evaluate all the positions of
> a board.
> The following might help to improve it.
>
> From a position given:
> check the max value of all the evaluations
> go to the next level in the tree
> check the min value of all the evaluations
> if the min value < max value train the network at the root level to target
> max value for the original position
> else go to next level and continue
>
> The reason why I think it could help is because the evaluation at a deeper
> level
> should be easier and so better than at a less deep level.
>
> Please give all your feedback on this idea (even: it's a stupid idea/you
> should implement it are welcome)
>
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