2354 search results - page 271 / 471 » Randomness, Stochasticity and Approximations |
134
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ICANN
2007
Springer
16 years 9 days ago
2007
Springer
Abstract. This paper presents Recurrent Policy Gradients, a modelfree reinforcement learning (RL) method creating limited-memory stochastic policies for partially observable Markov...
178
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IJCNN
2006
IEEE
16 years 5 days ago
2006
IEEE
— Support Vector Machine has been well received in machine learning community with its theoretical as well as practical value. However, since its training time complexity is cubi...
137
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INFOCOM
2005
IEEE
15 years 11 months ago
2005
IEEE
Abstract— We propose a measurement-based routing algorithm to load balance intradomain traffic along multiple paths for multiple multicast sources. Multiple paths are establishe...
141
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ICA
2004
Springer
15 years 11 months ago
2004
Springer
We treat the problem of Blind Deconvolution of Single Input - Single Output (SISO) systems with real or complex binary sources. We explicate the basic mathematical idea by focusing...
132
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IPSN
2004
Springer
15 years 11 months ago
2004
Springer
We present a methodology for a sensor network to answer queries with limited and stochastic information using probabilistic techniques. This capability is useful in that it allows...