2820 search results - page 172 / 564 » Learning from Scarce Experience |
206
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ICPR
2008
IEEE
16 years 8 months ago
2008
IEEE
We present a distributed machine learning framework based on support vector machines that allows classification problems to be solved iteratively through parallel update algorithm...
161
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IROS
2009
IEEE
16 years 1 months ago
2009
IEEE
— This paper describes a robotic system that learns visual models of symmetric objects autonomously. Our robot learns by physically interacting with an object using its end effec...
178
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IDEAL
2003
Springer
16 years 1 days ago
2003
Springer
The error-correcting output coding (ECOC) method reduces the multiclass learning problem into a series of binary classifiers. In this paper, we consider the dense ECOC methods, co...
195
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ACIVS
2006
Springer
15 years 10 months ago
2006
Springer
The vision-based scene understanding technique that infers scene-interpreting contexts from real-world vision data has to not only deal with various uncertain environments but also...
177
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FLAIRS
2008
15 years 9 months ago
2008
We investigate the use of self-predicting neural networks for autonomous robot learning within noisy or partially predictable environments. A benchmark experiment is performed in ...