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ICGA
2008
208views Optimization» more  ICGA 2008»
13 years 7 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
14 years 27 days 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
13 years 5 months 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
14 years 2 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
DIS
2001
Springer
13 years 12 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