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Dynamic programming / Stochastic control / Hierarchical hidden Markov model / Hidden Markov model / Partially observable Markov decision process / Expectation–maximization algorithm / Markov decision process / Algorithm / Markov chain / Statistics / Markov processes / Markov models


Representing hierarchical POMDPs as DBNs for multi-scale robot localization Georgios Theocharous Kevin Murphy
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Document Date: 2004-07-01 07:47:54


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Cambridge / /

Company

Prentice-Hall / AT&T / MIT Press / A. Cassandra L. P. / IEEE/RSJ Intl / IEEE Intl / Artificial Intelligence Laboratory / YtB / RSJ Intl / /

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Facility

Technology Square / Map Building / /

IndustryTerm

online inference algorithm / net inference algorithm / offline algorithms / divide-and-conquer algorithm / online structure learning / recursive transition networks / language processing / insideoutside algorithm / online filtering / neural network / inference algorithm / offline inference algorithm / inference algorithms / robot systems / computing / dynamic probabilistic networks / learning algorithm / classified using a neural network to indicate the presence / /

Organization

MIT AI / MIT / National Aeronautics and Space Administration / /

Person

Markov / M. Ostendorf / V / Kevin Murphy Leslie Pack Kaelbling / Georgios Theocharous Kevin Murphy Leslie / /

Position

generating model / which usually indicates overfitting / model / controller / /

Product

POMDPs / Altec XT1 Speakers / /

ProvinceOrState

Massachusetts / /

PublishedMedium

Computational Linguistics / Machine Learning / /

Technology

alpha / flat algorithm / speech recognition / inference algorithms / insideoutside algorithm / offline inference algorithm / inference algorithm / DBN algorithms / DBN algorithm / net inference algorithm / Machine Learning / online inference algorithm / EM algorithm / divide-and-conquer algorithm / laser / Natural Language Processing / Inside-Outside algorithm / neural network / artificial intelligence / 200 Technology / H-POMDP algorithm / simulation / Factored Frontier Algorithm / /

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