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» Monte Carlo Go Has a Way to Go
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ICAI
2007
15 years 3 months ago
Heuristics in Monte Carlo Go
Peter Drake, Steve Uurtamo
ICGA
2007
89views Optimization» more  ICGA 2007»
15 years 1 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
14 years 12 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
14 years 8 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