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» A New Computational Approach to the Game of Go
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ACG
2006
Springer
14 years 8 days ago
Recognizing Seki in Computer Go
Seki is a situation of coexistence in the game of Go, where neither player can profitably capture the opponent’s stones. This paper presents a new method for deciding whether an...
Xiaozhen Niu, Akihiro Kishimoto, Martin Mülle...
AI
2002
Springer
13 years 6 months ago
A hierarchical approach to computer Hex
Hex is a beautiful game with simple rules and a strategic complexity comparable to that of Chess and Go. The massive game-tree search techniques developed mostly for Chess and suc...
Vadim V. Anshelevich
ACG
2006
Springer
14 years 8 days ago
A New Family of k-in-a-Row Games
First, this paper introduces a new family of k-in-a-row games, Connect(m, n, k, p, q). In Connect(m, n, k, p, q), two players alternately place p stones on an m × n board in each ...
I-Chen Wu, Dei-Yen Huang
IJCAI
2007
13 years 7 months ago
Reinforcement Learning of Local Shape in the Game of Go
We explore an application to the game of Go of a reinforcement learning approach based on a linear evaluation function and large numbers of binary features. This strategy has prov...
David Silver, Richard S. Sutton, Martin Mülle...
NIPS
1993
13 years 7 months ago
Temporal Difference Learning of Position Evaluation in the Game of Go
The game of Go has a high branching factor that defeats the tree search approach used in computer chess, and long-range spatiotemporal interactions that make position evaluation e...
Nicol N. Schraudolph, Peter Dayan, Terrence J. Sej...