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The Dangers of Random Playouts

Cameron Browne

Journal Article
ICGA Journal
Volume 34
Issue 1
April, 2011

This note presents a simple counterexample to dispel the illusion that increasing the number of random playouts necessarily implies better estimates for simulation-based move planners. Incorporating a tree structure into the search helps redress the problem.

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