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» A New Computational Approach to the Game of Go
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ACG
2006
Springer
15 years 5 months 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...
75
Voted
AI
2002
Springer
14 years 11 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
89
Voted
ACG
2006
Springer
15 years 5 months 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
98
Voted
IJCAI
2007
15 years 1 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
15 years 29 days 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...