artificial intelligence

44

ASC
2006

124views Artificial Intelligence» more ASC 2006»

Speeding up the learning of equivalence classes of bayesian network structures

13 years 11 months ago

For some time, learning Bayesian networks has been both feasible and useful in many problems domains. Recently research has been done on learning equivalence classes of Bayesian n...

Rónán Daly, Qiang Shen, J. Stuart Ai...

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37

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AMAI
2006
Springer

135views Artificial Intelligence» more AMAI 2006»

Strong and uniform equivalence of nonmonotonic theories - an algebraic approach

13 years 11 months ago

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We show that the concepts of strong and uniform equivalence of logic programs eneralized to an abstract algebraic setting of operators on complete lattices. Our results imply char...

Miroslaw Truszczynski

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26

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AMAI
2006
Springer

90views Artificial Intelligence» more AMAI 2006»

Learning parallel portfolios of algorithms

13 years 11 months ago

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Marek Petrik, Shlomo Zilberstein

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31

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AMAI
2006
Springer

74views Artificial Intelligence» more AMAI 2006»

Multi-modal nonmonotonic logics of minimal knowledge

13 years 11 months ago

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Riccardo Rosati

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27

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AMAI
2006
Springer

94views Artificial Intelligence» more AMAI 2006»

A split-combination approach to merging knowledge bases in possibilistic logic

13 years 11 months ago

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In this paper, we propose an adaptive approach to merging possibilistic knowledge bases that deploys multiple operators instead of a single operator in the merging process. The me...

Guilin Qi, Weiru Liu, David H. Glass, David A. Bel...

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45

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AMAI
2006
Springer

123views Artificial Intelligence» more AMAI 2006»

Symmetric approximate linear programming for factored MDPs with application to constrained problems

13 years 11 months ago

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A weakness of classical Markov decision processes (MDPs) is that they scale very poorly due to the flat state-space representation. Factored MDPs address this representational pro...

Dmitri A. Dolgov, Edmund H. Durfee

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37

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AMAI
2006
Springer

83views Artificial Intelligence» more AMAI 2006»

Learning dynamic algorithm portfolios

13 years 11 months ago

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Matteo Gagliolo, Jürgen Schmidhuber

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36

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AMAI
2006
Springer

112views Artificial Intelligence» more AMAI 2006»

Bargaining over multiple issues in finite horizon alternating-offers protocol

13 years 11 months ago

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In this paper we study multi issue alternating-offers bargaining in a perfect information finite horizon setting, we determine the pertinent subgame perfect equilibrium, and we pro...

Francesco Di Giunta, Nicola Gatti

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31

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AMAI
2006
Springer

70views Artificial Intelligence» more AMAI 2006»

A formal mathematical framework for modeling probabilistic hybrid systems

13 years 11 months ago