Alexandre Perles ☕️
Alexandre Perles

Researcher in A.I.

IRIT

About Me

Alexandre Perles is a researcher in artificial intelligence at the IRIT laboratory. His research interests include multi-agent systems, self-organizing systems, and artificial intelligence. He is currently working on dynamic clustering for mobility profile construction, machine learning ranking and user preference learning by multi-agent system, and software design and development (Java).

Interests
  • Artificial Intelligence
  • Multi-Agent Systems
  • Self-Organizing Systems
Education

  • PhD in Artificial Intelligence

    IRIT, Université Toulouse 3 Paul Sabatier

  • Master's Degree in Computer Science Research: Artificial Intelligence, Collective Intelligence, Interaction

    Université Toulouse 3 Paul Sabatier

  • Bachelor’s Degree in Fundamental Computer Science

    Université Toulouse 3 Paul Sabatier

📚 My Research
I am a researcher in the SMAC team at the IRIT laboratory. My work focuses on the design and implementation of multi-agent systems.
Recent Publications
Alexandre Perles, Valérie Camps, Elsy Kaddoum (2025). Adaptive Multi-Agent System for Dynamic Preference Learning: Application to Mobility. In EUMAS'25.
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Benjamin Marchand, Benjamin Francesconi, Adrien Girard, Elsy Kaddoum, Alexandre Perles (2025). Dynamic Mission Planning Performances for Agile Earth Observing Satellites with Adaptive Multi-Agent System. In IWPSS'25.
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Alexandre Perles, Valérie Camps, Elsy Kaddoum (2024). Système multi-agent adaptatif pour la détection de régularités dun utilisateur pour les applications de mobilité. In JFSMA'24.
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Alexandre Perles, Elsy Kaddoum, Valérie Camps (2024). An Adaptive Multi-Agent System for Dynamic Preference Learning: Application to Mobility. In ACSOS'24.
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Alexandre Perles, Ha Nhi Ngo, Elsy Kaddoum, Valérie Camps (2023). Adaptive Multi-agent System for Dynamic Clustering Applied to Itineraries Regularities and Traffic Prediction. International Conference on Cooperative Information Systems.
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See all publications
Recent & Upcoming Talks
Energy-efficient machine learning for edge computing in mobility applications
Energy-efficient machine learning for edge computing in mobility applications

Jun 6, 2025

Système multi-agent adaptatif pour la détection de régularités dun utilisateur pour les applications de mobilité (en: Adaptive multi-agent system for detecting user regularities for mobility applications)
Système multi-agent adaptatif pour la détection de régularités dun utilisateur pour les applications de mobilité (en: Adaptive multi-agent system for detecting user regularities for mobility applications)

Nov 6, 2024

An Adaptive Multi-Agent System for Dynamic Preference Learning: Application to Mobility
An Adaptive Multi-Agent System for Dynamic Preference Learning: Application to Mobility

Sep 16, 2024