2820 search results - page 110 / 564 » Learning from Scarce Experience |
167
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ICML
2009
IEEE
16 years 12 days ago
2009
IEEE
In classification with monotonicity constraints, it is assumed that the class label should increase with increasing values on the attributes. In this paper we aim at formalizing ...
141
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CEC
2008
IEEE
16 years 2 days ago
2008
IEEE
— In this article we present results from experiments where a edge detector was learned from scratch by EANT2, a method for evolutionary reinforcement learning. The detector is c...
149
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ICML
2007
IEEE
16 years 6 months ago
2007
IEEE
We consider a setting for discriminative semisupervised learning where unlabeled data are used with a generative model to learn effective feature representations for discriminativ...
125
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ICRA
2007
IEEE
15 years 12 months ago
2007
IEEE
— We address the problem of learning terrain traversability properties from visual input, using automatic mechanical supervision collected from sensors onboard an autonomous vehi...
140
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NIPS
2004
15 years 7 months ago
2004
We consider the semi-supervised learning problem, where a decision rule is to be learned from labeled and unlabeled data. In this framework, we motivate minimum entropy regulariza...