Efficient Control of Selective Simulations

摘要

Selective simulation is a search technique that estimates the value of a move in a state space by averaging the results of a selected sample of continuations. The value of selective sampling has been demonstrated in domains such as Backgammon, Scrabble, poker, bridge, and even Go. This article describes efficient methods for controlling selective simulations.