1106 search results - page 163 / 222 » On regularization algorithms in learning theory |
124
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COLT
2005
Springer
15 years 10 months ago
2005
Springer
A general model is proposed for studying ranking problems. We investigate learning methods based on empirical minimization of the natural estimates of the ranking risk. The empiric...
104
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ICRA
2003
IEEE
15 years 9 months ago
2003
IEEE
— We present a framework for composing motor controllers into autonomous composite reactive behaviors for bipedal robots and autonomous, physically-simulated humanoids. A key con...
137
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COLT
2000
Springer
15 years 8 months ago
2000
Springer
We give the first rigorous upper bounds on the error of temporal difference (td) algorithms for policy evaluation as a function of the amount of experience. These upper bounds pr...
135
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NIPS
1994
15 years 5 months ago
1994
This paper discusses the linearly weighted combination of estimators in which the weighting functions are dependent on the input. We show that the weighting functions can be deriv...
132
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ICML
2010
IEEE
15 years 5 months ago
2010
IEEE
Prediction markets are used in real life to predict outcomes of interest such as presidential elections. In this work we introduce a mathematical theory for Artificial Prediction ...