An improvement on the UCB/UCT formula:

Stogin, J., Chen, Y.-P., Drake, P., and Pellegrino, S. (2009) “The Beta Distribution in the UCB Algorithm Applied to Monte-Carlo Go”. In Proceedings of the 2009 International Conference on Artificial Intelligence, CSREA Press.

http://webdisk.lclark.edu/drake/publications/BetaDistribution.pdf

Peter Drake
http://www.lclark.edu/~drake/



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