6279 search results - page 233 / 1256 » Studies in Solution Sampling |
204
Voted
ECML
2007
Springer
15 years 9 months ago
2007
Springer
Abstract. We present a new reinforcement learning approach for deterministic continuous control problems in environments with unknown, arbitrary reward functions. The difficulty of...
113
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TROB
2002
15 years 5 months ago
2002
-- The initial resting pose of many industrial parts differs from the orientation desired for assembly. We show that it is possible to align parts during grasping using a standard ...
183
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ICASSP
2011
IEEE
14 years 9 months ago
2011
IEEE
Empirical divergence maximization is an estimation method similar to empirical risk minimization whereby the Kullback-Leibler divergence is maximized over a class of functions tha...
169
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NSDI
2008
15 years 8 months ago
2008
Critical network management applications increasingly demand fine-grained flow level measurements. However, current flow monitoring solutions are inadequate for many of these appl...
147
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TCS
2010
15 years 4 months ago
2010
We consider the problem of actively learning the mean values of distributions associated with a finite number of options. The decision maker can select which option to generate t...