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» Markov Processes on Curves

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AUTOMATICA
2008

104views more AUTOMATICA 2008»

Exact finite approximations of average-cost countable Markov decision processes

13 years 7 months ago

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For a countable-state Markov decision process we introduce an embedding which produces a finite-state Markov decision process. The finite-state embedded process has the same optim...

Arie Leizarowitz, Adam Shwartz

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ICML
2002
IEEE

218views Machine Learning» more ICML 2002»

An epsilon-Optimal Grid-Based Algorithm for Partially Observable Markov Decision Processes

14 years 8 months ago

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Blai Bonet

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Book

778views

Gaussian Processes for Machine Learning

15 years 5 months ago

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"Gaussian processes (GPs) provide a principled, practical, probabilistic approach to learning in kernel machines. GPs have received increased attention in the machine-learning...

Carl Edward Rasmussen and Christopher K. I. Willia...

posted by scimaster

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STAIRS
2008

175views Education» more STAIRS 2008»

Learning Process Behavior with EDY: an Experimental Analysis

13 years 9 months ago

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This paper presents an extensive evaluation, on artificial datasets, of EDY, an unsupervised algorithm for automatically synthesizing a Structured Hidden Markov Model (S-HMM) from ...

Ugo Galassi

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ICCAD
2008
IEEE

83views Hardware» more ICCAD 2008»

Linear analysis of random process variability

14 years 4 months ago

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