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PRIB
2010
Springer
15 years 8 days ago
2010
Springer
Abstract. Supervised classifiers require manually labeled training samples to classify unlabeled objects. Active Learning (AL) can be used to selectively label only “ambiguous...
120
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ICCBR
2005
Springer
15 years 7 months ago
2005
Springer
CBR is one of the techniques that can be applied to the task of approximating a function over high-dimensional, continuous spaces. In Reinforcement Learning systems a learning agen...
112
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PREMI
2005
Springer
15 years 7 months ago
2005
Springer
Abstract. Approximation spaces are fundamental for the rough set approach. We discuss their application in machine learning and pattern recognition.
ICML
2008
IEEE
16 years 2 months ago
2008
IEEE
We show that linear value-function approximation is equivalent to a form of linear model approximation. We then derive a relationship between the model-approximation error and the...
124
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ECAI
2000
Springer
15 years 5 months ago
2000
Springer
Abstract. TD(