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ICML
2006
IEEE
14 years 5 months ago
Bayesian pattern ranking for move prediction in the game of Go
We investigate the problem of learning to predict moves in the board game of Go from game records of expert players. In particular, we obtain a probability distribution over legal...
David H. Stern, Ralf Herbrich, Thore Graepel
ICGA
2007
157views Optimization» more  ICGA 2007»
13 years 4 months ago
Computing "Elo Ratings" of Move Patterns in the Game of Go
Abstract. Move patterns are an essential method to incorporate domain knowledge into Go-playing programs. This paper presents a new Bayesian technique for supervised learning of su...
Rémi Coulom
CIG
2005
IEEE
13 years 10 months ago
Bayesian Generation and Integration of K-nearest-neighbor Patterns for 19x19 Go
Abstract- This paper describes the generation and utilisation of a pattern database for 19x19 go with the Knearest-neighbor representation. Patterns are generated by browsing recor...
Bruno Bouzy, Guillaume Chaslot