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Achieving Master Level Play in 9 x 9 Computer Go

AAAI, pp.1537-1540, (2008)

Cited: 164|Views32
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The UCT algorithm uses Monte-Carlo simulation to estimate the value of states in a search tree from the current state. However, the first time a state is encountered, UCT has no knowledge, and is unable to generalise from previous expe- rience. We describe two extensions that address these weak- nesses. Our first algorithm, heuristic UCT,...More

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