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Learning to use contextual information for solving POMDP

Identifieur interne : 002F37 ( Crin/Corpus ); précédent : 002F36; suivant : 002F38

Learning to use contextual information for solving POMDP

Auteurs : Alain Dutech ; Bruno Scherrer

Source :

RBID : CRIN:dutech01b

English descriptors

Abstract

We propose to use a quantity called "pertinence" to help solving POMDP with a contextual information.

Links to Exploration step

CRIN:dutech01b

Le document en format XML

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<title xml:lang="en">Learning to use contextual information for solving POMDP</title>
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<name sortKey="Scherrer, Bruno" sort="Scherrer, Bruno" uniqKey="Scherrer B" first="Bruno" last="Scherrer">Bruno Scherrer</name>
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<term>context</term>
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<term>reinforcement learning</term>
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<front>
<div type="abstract" xml:lang="en" wicri:score="554">We propose to use a quantity called "pertinence" to help solving POMDP with a contextual information.</div>
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<BibTex type="inproceedings">
<ref>dutech01b</ref>
<crinnumber>A01-R-211</crinnumber>
<category>3</category>
<equipe>MAIA</equipe>
<author>
<e>Dutech, Alain</e>
<e>Scherrer, Bruno</e>
</author>
<title>Learning to use contextual information for solving POMDP</title>
<booktitle>{European Workshop on Reinforcement Learning - EWRL-5, Utrecht, The Netherlands}</booktitle>
<year>2001</year>
<month>Oct</month>
<keywords>
<e>reinforcement learning</e>
<e>context</e>
<e>pomdp</e>
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<abstract>We propose to use a quantity called "pertinence" to help solving POMDP with a contextual information.</abstract>
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HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 002F37 | SxmlIndent | more

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{{Explor lien
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   |area=    InforLorV4
   |flux=    Crin
   |étape=   Corpus
   |type=    RBID
   |clé=     CRIN:dutech01b
   |texte=   Learning to use contextual information for solving POMDP
}}
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Data generation: Mon Jun 10 21:56:28 2019. Site generation: Fri Feb 25 15:29:27 2022