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Self-adaptive Aided Decision-making - Application to Maritime Surveillance

Brax, Nicolas and Andonoff, Eric and Gleizes, Marie-Pierre and Glize, Pierre Self-adaptive Aided Decision-making - Application to Maritime Surveillance. (2013) In: 5th International Conference on Agents and Artificial Intelligence (ICAART 2013), 15 February 2013 - 18 February 2013 (Barcelona, Spain).

(Document in English)

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Information required for decision-making in complex applications, such as flood forecast or maritime surveillance, can be represented using a mathematical function. However, due to the complexity of the considered applications and their dynamics, the parameters involved in the mathematical function can be hard to value a priori. This paper presents a Multi-Agent System, called PaMAS (Parameter Multi-Agent System) that is able to learn such parameters values on the fly, autonomously, cooperatively and by self-adaptation. It also illustrates the application of PaMAS in the context of the maritime surveillance European project I2C. It finally provides an evaluation of the PaMAS learning.

Item Type:Conference or Workshop Item (Paper)
HAL Id:hal-03669167
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Laboratory name:
Deposited On:07 Sep 2015 11:50

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