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.
Author: | Thomas Wolf |
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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 |