[1]YUE Peng,LI Tai hua,QIU Yu hui.A pattern encoding method independent of symmetry applied in joseki learnin g[J].CAAI Transactions on Intelligent Systems,2007,2(4):92-94.
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A pattern encoding method independent of symmetry applied in joseki learnin g
CAAI Transactions on Intelligent Systems[ISSN 1673-4785/CN 23-1538/TP] Volume:
2
Number of periods:
2007 4
Page number:
92-94
Column:
学术论文—人工智能基础
Public date:
2007-08-25
- Title:
- A pattern encoding method independent of symmetry applied in joseki learnin g
- Keywords:
- computer Go; joseki
- CLC:
- TP181
- DOI:
- -
- Abstract:
- Joseki can be learned from game records in Computer Go. To more effect ively maintain the joseki library, a pattern encoding method independent of symm etry is needed. This is provided by an encoding method is designed based on the pattern’s neighbor character, the outline character and the row and column’s c haracter. The results show that this method’s hashing performance is good, and it rapidly switches between patterns. The method can also be applied to tsumego and yose in Computer Go.
- References:
-
［1］ ALBERT L.Feature extractions and representation for pattern recog ni tion and the game of Go［D］. Graduate School of the University of Wisconsin, 19 70.
［2］谷 蓉，刘学民，朱仲涛，周 杰.一种围棋定式的机器学习方法［J］.计算机工程，2004，30(6)：142-144.
?GU Rong, LIU Xuemin, ZHU Zhongtao, ZHOU Jie. A machine learning method of josek i in Go［J］. The Journal of Computer Engineering, 2004, 30(6): 142-144.
［3］GRAEPEL T. PACBayesian pattern classification with kernels : theory, algorithms, and an application to the game of Go［D］.Berlin： Technical University of Berlin, Berlin, 2002
［4］BALDI P, RALAIVOLA L, WU L. SVM and patternenriched common fate graphs fo r the game of Go［A］. European Symposium on Artificial Neural Networks［C］.Brug es, B elgium, 2005.
［5］STOUTAMIRE D. Machine learning, game play, and Go［D］. Case Weste rn Reserve University, 1991
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Last Update:
2009-05-07