terrymcintyre at yahoo.com
Thu Mar 18 12:00:46 PDT 2010
From: Olivier Teytaud <teytaud at lri.fr>
>>do you think those are program-specific or a general problem with UCT (or more likely the way simulations are run)?
>>Can you post a few specific cases?
> Big easy semeais. Very clearly defined, so that they are trivial for humans, and very big, so that there are many possible
> permutations of liberties. One can clearly understand on this kind of situations why UCT-like or MCTS-like algorithms
> will not solve them.
Yes, I have observed cases of where an otherwise highly-skilled UCT/MCTS program will fail, given large well-defined (to humans) semeai.
Is there any way to do higher-level analysis of such semeais, in the same manner as humans do, in order to correctly solve the problem with fewer resources?
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