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» Single-Player Monte-Carlo Tree Search
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CG
2008
Springer
13 years 6 months ago
Single-Player Monte-Carlo Tree Search
Maarten P. D. Schadd, Mark H. M. Winands, H. Jaap ...
TCIAIG
2010
12 years 11 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
13 years 5 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
11 years 7 months 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
ICGA
2010
165views Optimization» more  ICGA 2010»
13 years 1 months ago
A Shogi Program Based on Monte-Carlo Tree Search
Y. Sato, D. Takahashi, Reijer Grimbergen