I have experimented a little with getting moves that are likely
to be best first in the list - and in come cases giving them
extra weight so that quickly get expanded early.   However, I
never showed a measurable improvement but I didn't stick with
it long enough to develop the idea fully.  

My basic experiment was to place captures first and moves that
avoided or put the opponent into atari, nothing very sophisticated
and no patterns or general ordering.  

- Don



On Wed, 2007-01-31 at 10:22 +0100, Vlad Dumitrescu wrote:
> Hi all,
> 
> I wonder if anybody has some data (or a theory) about how valuable a
> good preordering of the children of a node would be, when UCT. This
> might take the form of having nodes start with non-null values for the
> 'won_simulations' and 'played_simulations' fields.
> 
> Or maybe this could work only if combining UCT with some kind of alpha-beta?
> 
> best regards,
> Vlad
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