10054 search results - page 171 / 2011 » On the Complexity of Function Learning |
97
Voted
CISIS
2008
IEEE
15 years 7 months ago
2008
IEEE
—Techniques for detecting synthetic lethal mutations in double gene deletion experiments are emerging as powerful tool for analysing genes in parallel or overlapping pathways wit...
114
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COLT
1998
Springer
15 years 4 months ago
1998
Springer
This paper concerns the use of real-valued functions for binary classification problems. Previous work in this area has concentrated on using as an error estimate the `resubstitut...
98
Voted
JC
2006
15 years 19 days ago
2006
We give a correspondence between two notions of complexity for real numbers and functions: poly-time computability according to Ko and a notion that arises naturally when one cons...
101
Voted
CEC
2003
IEEE
15 years 6 months ago
2003
IEEE
Abstract- This paper describes an approach to continuous coevolution of form (the morphology) and function (the control behavior) for autonomous vehicles. This study focuses on coe...
102
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ICRA
2009
IEEE
15 years 7 months ago
2009
IEEE
Abstract— Least-squares policy iteration is a useful reinforcement learning method in robotics due to its computational efficiency. However, it tends to be sensitive to outliers...