[computer-go] Improvement of UCT search algorithm
Darren Cook
darren at dcook.org
Thu Oct 5 16:21:32 PDT 2006
> pairing in discreet rounds. I will pair top - down. The best player
> will get an opponent chosen for him probabilistically by the following
> method:
>
> 1. Choose best remaining player as player 1.
> 2. Select N candidate opponents randomly from available players.
> 3. Choose the BEST of those N candidates as opponent for player 1.
> 4. Repeat until all players are paired.
I think this has a undesirable quality: if there are 10 strong programs,
and 90 weak programs (which I imagine is typical), the strongest program
will be playing weak programs 90% of the time, so still hardly ever get
to play other strong programs.
I imagine the ideal is playing similar strength programs perhaps 80% of
the time, and playing outside your strength 20% of the time? Does the
swiss-pairing idea give that?
Darren
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