1617 search results - page 263 / 324 » Using Gaussian Processes to Optimize Expensive Functions |
123
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PIMRC
2010
IEEE
14 years 11 months ago
2010
IEEE
Abstract--Troubleshooting of wireless networks is a challenging network management task. We have developed, in a previous work, a new troubleshooting methodology, which we named St...
103
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GECCO
2006
Springer
15 years 5 months ago
2006
Springer
The representation used by a learning algorithm introduces a bias which is more or less well-suited to any given learning problem. It is well known that, across all possible probl...
ECML
2004
Springer
15 years 6 months ago
2004
Springer
Abstract. We investigate the problem of using function approximation in reinforcement learning where the agent’s policy is represented as a classifier mapping states to actions....
115
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ISVC
2009
Springer
15 years 7 months ago
2009
Springer
Image segmentation techniques are predominately based on parameter-laden optimization processes. The segmentation objective function traditionally involves parameters (i.e. weights...
GLOBECOM
2008
IEEE
15 years 7 months ago
2008
IEEE
—The problem of maximizing the sum of the transmit rates while limiting the outage probability below an appropriate threshold is investigated for networks where the nodes have li...