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Etude de differentes combinations de comportments adaptatives

Buffet, Olivier; Dutech, Alain; Charpillet, Francois

Description

This article focussei on the automated synthesis of agents In an uncertain environment, working In the setting of Reinforcement Learning and more precisely of Partially Observable Markov Decision Processes. The agents (with no model of their environment and no short-term memory) are facing multiple motivations/goals simultaneously, a problem related to thefield of Action Selection. We propose and evaluate various Action Selection architectures. They all combine already known basic behaviors in...[Show more]

CollectionsANU Research Publications
Date published: 2006
Type: Journal article
URI: http://hdl.handle.net/1885/28687
Source: Revue d'Intelligence Artificielle

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