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» The complexity of learning SUBSEQ(A)
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NPL
2002
151views more  NPL 2002»
15 years 5 months ago
Additive Composition of Supervised Self Organizing Maps
The learning of complex relationships can be decomposed into several neural networks. The modular organization is determined by prior knowledge of the problem that permits to split...
Jean-Luc Buessler, Jean-Philippe Urban, Julien Gre...
AGI
2008
15 years 7 months ago
Learning from Inconsistencies in an Integrated Cognitive Architecture
Whereas symbol
Kai-Uwe Kühnberger, Peter Geibel, Helmar Gust...
RAS
2006
111views more  RAS 2006»
15 years 6 months ago
Robot learning through task identification
The operation of an autonomous mobile robot in a semi-structured environment is a complex, usually non-linear and partly unpredictable process. Lacking a theory of robot
Ulrich Nehmzow, Roberto Iglesias, Theocharis Kyria...
IJCSS
2000
79views more  IJCSS 2000»
15 years 6 months ago
Impact of learning set quality and size on decision tree performances
Abstract. The quality of a decision tree is usually evaluated through its complexity and its generalization accuracy. Tree-simpli
Marc Sebban, Richard Nock, Jean-Hugues Chauchat, R...
HYBRID
2005
Springer
15 years 11 months ago
Learning Multi-modal Control Programs
Abstract. Multi-modal control is a commonly used design tool for breaking up complex control tasks into sequences of simpler tasks. In this paper, we show that by viewing the contr...
Tejas R. Mehta, Magnus Egerstedt