417 search results - page 38 / 84 » Reinforcement Learning Estimation of Distribution Algorithm |
135
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ML
2007
ACM
15 years 1 months ago
2007
ACM
We consider multivariate density estimation with identically distributed observations. We study a density estimator which is a convex combination of functions in a dictionary and ...
119
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ECML
2004
Springer
15 years 7 months ago
2004
Springer
It has been observed that traditional decision trees produce poor probability estimates. In many applications, however, a probability estimation tree (PET) with accurate probabilit...
113
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FLAIRS
2004
15 years 3 months ago
2004
The intensive care unit is a challenging environment to both patient and caregiver. Continued shortages in staffing, principally in nursing, increase risk to patient and healthcar...
122
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NN
2010
Springer
15 years 23 days ago
2010
Springer
We present a model-free reinforcement learning method for partially observable Markov decision problems. Our method estimates a likelihood gradient by sampling directly in paramet...
104
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TCS
2010
15 years 21 days 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...