Monte Carlo Tree Search (MCTS) is able to quickly generate plausible initial solutions which can be refined to expert play with additional CPU time. This tutorial with Peter Cowling will take you to the point where you can implement MCTS and will discuss a range of examples of successful (commercial) applications of Monte Carlo Tree Search.
Monte Carlo Tree Search Tutorial
Alex J. Champandard on November 28, 2012
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