5 search results - page 1 / 1 » Computing "Elo Ratings" of Move Patterns in the Ga... |
ICGA
2007
13 years 4 months ago
2007
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...
ICML
2006
IEEE
14 years 5 months ago
2006
IEEE
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...
CIG
2005
IEEE
13 years 10 months ago
2005
IEEE
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...
FLAIRS
2003
13 years 6 months ago
2003
In this paper, we present an experimental methodology and results for a machine learning approach to learning opening strategy in the game of Go, a game for which the best compute...
ACG
2009
Springer
13 years 11 months ago
2009
Springer
Abstract. We present a new exploration term, more efficient than classical UCT-like exploration terms. It combines efficiently expert rules, patterns extracted from datasets, All-M...