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The Self-Adaptive Context Learning Pattern: Overview and Proposal

Boes, Jérémy and Nigon, Julien and Verstaevel, Nicolas and Gleizes, Marie-Pierre and Migeon, Frédéric The Self-Adaptive Context Learning Pattern: Overview and Proposal. (2015) In: 9th International and Interdisciplinary Conference on Modeling and Using Context (CONTEXT 2015), 2 November 2015 - 6 November 2015 (Larnaca, Cyprus).

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Official URL: http://dx.doi.org/10.1007/978-3-319-25591-0_7

Abstract

Over the years, our research group has designed and developed many self-adaptive multi-agent systems to tackle real-world complex problems, such as robot control and heat engine optimization. A recurrent key feature of these systems is the ability to learn how to handle the context they are plunged in, in other words to map the current state of their perceptions to actions and effects. This paper presents the pattern enabling the dynamic and interactive learning of the mapping between context and actions by our multi-agent systems.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in Volume 9405 Lecture Notes in Computer Science ISSN : 0302-9743. ISBN: 978-3-319-25590-3. The original PDF is available at : http://link.springer.com/chapter/10.1007%2F978-3-319-25591-0_7
HAL Id:hal-01342997
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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Deposited By: IRIT IRIT
Deposited On:08 Jun 2016 14:32

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