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» Monte Carlo Go Has a Way to Go
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ICAI
2007
13 years 8 months ago
Heuristics in Monte Carlo Go
Peter Drake, Steve Uurtamo
ICGA
2007
89views Optimization» more  ICGA 2007»
13 years 6 months ago
Playing the Right Atari
We experimented a simple yet powerful optimization for Monte-Carlo Go tree search. It consists in dealing appropriately with strings that have two liberties. The heuristic is cont...
Tristan Cazenave
CG
2010
Springer
13 years 4 months ago
Score Bounded Monte-Carlo Tree Search
Monte-Carlo Tree Search (MCTS) is a successful algorithm used in many state of the art game engines. We propose to improve a MCTS solver when a game has more than two outcomes. It ...
Tristan Cazenave, Abdallah Saffidine
TCIAIG
2010
13 years 1 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