A Dynamical Systems Approach for Static Evaluation in Go

preprint2011arXivOpen access

Abstract

In the paper arguments are given why the concept of static evaluation has the potential to be a useful extension to Monte Carlo tree search. A new concept of modeling static evaluation through a dynamical system is introduced and strengths and weaknesses are discussed. The general suitability of this approach is demonstrated.

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