Cross-entropy for Monte-Carlo tree search
Icga Journal, 2008•content.iospress.com
Abstract Recently, Monte-Carlo Tree Search (MCTS) has become a popular approach for
intelligent play in games. Amongst others, it is successfully used in most state-of-the-art Go
programs. To improve the playing strength of these Go programs any further, many
parameters dealing with MCTS should be fine-tuned.
intelligent play in games. Amongst others, it is successfully used in most state-of-the-art Go
programs. To improve the playing strength of these Go programs any further, many
parameters dealing with MCTS should be fine-tuned.
Abstract
Recently, Monte-Carlo Tree Search (MCTS) has become a popular approach for intelligent play in games. Amongst others, it is successfully used in most state-of-the-art Go programs. To improve the playing strength of these Go programs any further, many parameters dealing with MCTS should be fine-tuned.
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