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» Single-Player Monte-Carlo Tree Search
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CG
2008
Springer
15 years 9 days ago
Single-Player Monte-Carlo Tree Search
Maarten P. D. Schadd, Mark H. M. Winands, H. Jaap ...
TCIAIG
2010
14 years 5 months ago
Combining UCT and Nested Monte Carlo Search for Single-Player General Game Playing
Monte-Carlo tree search has recently been very successful for game playing particularly for games where the evaluation of a state is difficult to compute, such as Go or General Gam...
Jean Méhat, Tristan Cazenave
ECAI
2010
Springer
14 years 11 months ago
Nested Monte-Carlo Expression Discovery
Nested Monte-Carlo search is a general algorithm that gives good results in single player games. Genetic Programming evaluates and combines trees to discover expressions that maxim...
Tristan Cazenave
AAAI
2012
13 years 21 days ago
Generalized Monte-Carlo Tree Search Extensions for General Game Playing
General Game Playing (GGP) agents must be capable of playing a wide variety of games skillfully. Monte-Carlo Tree Search (MCTS) has proven an effective reasoning mechanism for thi...
Hilmar Finnsson
74
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ICGA
2010
165views Optimization» more  ICGA 2010»
14 years 7 months ago
A Shogi Program Based on Monte-Carlo Tree Search
Y. Sato, D. Takahashi, Reijer Grimbergen