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GECCO
2010
Springer
191views Optimization» more  GECCO 2010»
13 years 10 months ago
Fitness importance for online evolution
To complement standard fitness functions, we propose "Fitness Importance" (FI) as a novel meta-heuristic for online learning systems. We define FI and show how it can be...
Philip Valencia, Raja Jurdak, Peter Lindsay
AI
2008
Springer
13 years 10 months ago
On the notion of concept I
It is well known that classical set theory is not expressive enough to adequately model categorization and prototype theory. Recent work on compositionality and concept determinat...
Michael Freund
AMAI
2006
Springer
13 years 10 months ago
Symmetric approximate linear programming for factored MDPs with application to constrained problems
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
EAAI
2007
135views more  EAAI 2007»
13 years 10 months ago
Automatic generation of explanations: AGE
Explaining how engineering devices work is important to students, engineers, and operators. In general, machine generated explanations have been produced from a particular perspec...
Silvia B. González-Brambila, Eduardo F. Mor...
ENTCS
2007
100views more  ENTCS 2007»
13 years 10 months ago
JOLIE: a Java Orchestration Language Interpreter Engine
Service oriented computing is an emerging paradigm for programming distributed applications based on services. Services are simple software elements that supply their functionalit...
Fabrizio Montesi, Claudio Guidi, Roberto Lucchi, G...