A Dynamical Systems Approach for Static Evaluation in Go

  • In the paper, arguments are given as to 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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Metadaten
Author:Thomas Wolf
Document Type:Article
Parent Title (English):Computational Intelligence and AI in Games, IEEE Transactions on
Volume:3
Issue:2
First Page:129
Last Page:141
Year of first publication:2011
Preprint:urn:nbn:de:0297-zib-11771
DOI:https://doi.org/10.1109/TCIAIG.2011.2141669