450 search results - page 25 / 90 » Adaptive Algorithms for Online Decision Problems |
169
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JMLR
2010
14 years 10 months ago
2010
In this paper, we propose a novel adaptive step-size approach for policy gradient reinforcement learning. A new metric is defined for policy gradients that measures the effect of ...
106
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ICMCS
2006
IEEE
15 years 10 months ago
2006
IEEE
This paper addresses the problem of doubletalk detector calibration for acoustic echo cancellers in hands-free environments such as videoconferencing. A statistical model of a rec...
158
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ICASSP
2009
IEEE
15 years 10 months ago
2009
IEEE
In this paper, a data-driven extension of the variational algorithm is proposed. Based on a few selected sensors, target tracking is performed distributively without any informati...
148
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WINET
2002
15 years 3 months ago
2002
The complexity of the mobility tracking problem in a cellular environment has been characterized under an information-theoretic framework. Shannon's entropy measure is identif...
124
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IPPS
2007
IEEE
15 years 10 months ago
2007
IEEE
Consider a distributed network with nodes arranged in a tree, and each node having a local value. We consider the problem of aggregating values (e.g., summing values) from all nod...