Apprentissage de stratégies de coordination dans les hSMA
Identifieur interne : 006E38 ( Main/Exploration ); précédent : 006E37; suivant : 006E39Apprentissage de stratégies de coordination dans les hSMA
Auteurs : Romaric Charton [France] ; Anne Boyer [France] ; François Charpillet [France]Source :
English descriptors
- mix :
Abstract
La coordination des interactions d'un ensemble d'agents hétérogène (hSMA) est encore un problème ouvert, en particulier lorsque certains agents sont des humains. Nous proposons une méthode à base d'apprentissage par renforcement (A/R) sur des processus de décision markoviens (MDP) pour contrôler les interactions qui se déroulent lors de la fourniture de services de communication multimédia. Cet article décrit une spécification d'agent coordinateur pour les services de recherche d'informations ainsi que le prototype et les expérimentations que nous avons réalisés.
Url:
Affiliations:
- France
- Grand Est, Lorraine (région)
- Nancy
- Institut national polytechnique de Lorraine, Université Nancy 2, Université de Lorraine
Links toward previous steps (curation, corpus...)
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- to stream Hal, to step Curation: 005679
- to stream Hal, to step Checkpoint: 004C49
- to stream Main, to step Merge: 007201
- to stream Main, to step Curation: 006E38
Le document en format XML
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<front><div type="abstract" xml:lang="fr">La coordination des interactions d'un ensemble d'agents hétérogène (hSMA) est encore un problème ouvert, en particulier lorsque certains agents sont des humains. Nous proposons une méthode à base d'apprentissage par renforcement (A/R) sur des processus de décision markoviens (MDP) pour contrôler les interactions qui se déroulent lors de la fourniture de services de communication multimédia. Cet article décrit une spécification d'agent coordinateur pour les services de recherche d'informations ainsi que le prototype et les expérimentations que nous avons réalisés.</div>
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