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ICGA
2008
208views Optimization» more  ICGA 2008»
15 years 2 months ago
Cross-Entropy for Monte-Carlo Tree Search
Recently, Monte-Carlo Tree Search (MCTS) has become a popular approach for intelligent play in games. Amongst others, it is successfully used in most state-of-the-art Go programs....
Guillaume Chaslot, Mark H. M. Winands, Istvan Szit...
ICLP
2005
Springer
15 years 7 months ago
Techniques for Scaling Up Analyses Based on Pre-interpretations
Any finite tree automaton (or regular type) can be used to construct act interpretation of a logic program, by first determinising and completing the automaton to get a pre-inter...
John P. Gallagher, Kim S. Henriksen, Gourinath Ban...
EMNLP
2009
15 years 4 days ago
Convolution Kernels on Constituent, Dependency and Sequential Structures for Relation Extraction
This paper explores the use of innovative kernels based on syntactic and semantic structures for a target relation extraction task. Syntax is derived from constituent and dependen...
Truc-Vien T. Nguyen, Alessandro Moschitti, Giusepp...
CEC
2009
IEEE
15 years 9 months ago
Representation and structural biases in CGP
— An evolutionary algorithm automatically discovers suitable solutions to a problem, which may lie anywhere in a large search space of candidate solutions. In the case of Genetic...
Andrew J. Payne, Susan Stepney
142
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DIS
2001
Springer
15 years 6 months ago
Functional Trees
In the context of classification problems, algorithms that generate multivariate trees are able to explore multiple representation languages by using decision tests based on a com...
Joao Gama