4081 search results - page 655 / 817 » Groovy Neural Networks |
114
Voted
IJCNN
2008
IEEE
15 years 10 months ago
2008
IEEE
— In this paper we address the reliability of policies derived by Reinforcement Learning on a limited amount of observations. This can be done in a principled manner by taking in...
137
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IJCNN
2008
IEEE
15 years 10 months ago
2008
IEEE
Abstract— Meta-learning helps us find solutions to computational intelligence (CI) challenges in automated way. Metalearning algorithm presented in this paper is universal and m...
131
Voted
IJCNN
2008
IEEE
15 years 10 months ago
2008
IEEE
— A novel sparse kernel density estimator is derived based on a regression approach, which selects a very small subset of significant kernels by means of the D-optimality experi...
137
click to vote
IJCNN
2008
IEEE
15 years 10 months ago
2008
IEEE
Abstract— Almost all learning machines used in computational intelligence are not regular but singular statistical models, because they are nonidentifiable and their Fisher info...
158
click to vote
IJCNN
2008
IEEE
15 years 10 months ago
2008
IEEE
— We discuss sparse support vector machines (sparse SVMs) trained in the reduced empirical feature space. Namely, we select the linearly independent training data by the Cholesky...