My
research takes place at the crossroads between informatics, cognitive
science and biology/medicine. It is aimed at the design of ambient
systems capable of autonomous and situated interaction with their
physical and human environment. Such systems are provided with
cooperation, adaptation and focusing abilities. Their design stem from
the field of distributed artificial intelligence. The agents are
situated, i.e. anchored functionally, spatially and temporally. They
are autonomous, i.e. able to reason and to decide in a
context-sensitive and proactive way. Typical fields of application have
been the interpretation of biomedical images and the monitoring of
patients in intensive care units.
I have been more recently involved in the follow-up of human activity, for monitoring purposes, or as a way to support and mediate human collaboration (with an application to tangible interaction). The idea is to consider both the individual and social dimensions of human activity, combining objective and subjective evaluation styles. Rather than aimed at providing an accurate and complete description of this activity, the system’s goal is rather to frame the interpretation processes according to these various universes of discourse and to provide a so-called “informed virtual feedback”. A normative multi-agent designing approach is proposed to this end.
Projets en cours
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Collaborations : Olivier Boissier, Julie DugdaleUn article récent : L. ThévinF. Badeig, J. Dugdale, O. Boissier, C. Garbay: Un système multi-agent normatif pour la collaboration et l'interaction mixte, 18èmes Journées Francophones des Systèmes Multi-Agents (JFSMA), Oct 2014, Loriol-sur-Drôme, France. pp.1-10
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Collaborations : François Portet (GETALP), Sybille Caffiau (IIHM)Un article récent : B. A. Baez Miranda, S. Caffiau, C. Garbay, F. Portet, Task based model for récit generation from sensor data: an early experiment, 5th International Workshop on Computational Models of Narrative, Jul 2014, France. pp.1--10
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Collaborations : Vanda Luengo (METAH), Francis Jambon (Multicom)
Projets récents
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Suivi Personnalisé du Combattant (REI DGA) - Thèse de Benoît VettierCollaborations : Laure Amate (ISEN Brest) et Pierre Baconnier (Laboratoire TIMC)Un article récent : B. Vettier, C. Garbay, Abductive Agents for Human Activity Monitoring, International Journal on Artificial Intelligence Tools, World Scientific Publishing, 2014, pp.1-34
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Projet IMAGIT - ANR CONTINT - Post-Doc de Fabien BadeigCollaborations : Jean Caelen (MULTICOM-LIG) et Christophe Kolski (LAMIH Valenciennes)Un article récent : F. Badeig, C. Garbay, Supporting distant human collaboration under tangible environments : A normative multiagent approach, Proceedings of the 6th International Conference on Agents and Artificial Intelligence (ICAART 2014), Mar 2014, France. Volume 2 - Agents, pp.1-6
- L’intelligence ambiante: Quels défis pour l’intelligence - Présentation invitée - Les journées scientifiques du LIG - 13-14 Juin 2013
- Computer Vision: A Plea for a Constructivist View - Invited Talk - AIME'09, Verona, 2009 (article)
- Computer vision : a challenge for advanced socio-environmental technical systems - Invited Talk - 1st SAFRAN Image Processing Workshop, 25-26 mai 2010
- Sensemaking in socio-physical environments: toward comprehensive holistic modeling, ANR CHIST-ERA Conference « From data to new knowledge » , Ireland, 2011
- Architectures logicielles et contrôle dans les
systèmes de vision - in "Les Systèmes de Vision", (Jean-Michel Jolion,
ed), Traité IC2, Hermès, chap. 7, 2000
- Pour une conception distribuée des systèmes de
vision - Revue L’Objet, Numéro Spécial « Systèmes distribués et
connaissances » 8(4), 2002
- Systèmes complexes pour l'interprétation d'images... 10 ans après - Premières journées du GT SCATI - GdR ISIS-I3 - 17 mars 2005
- Les sciences du traitement de l'information comme
pivot de l'interdisciplinarité : une vision systémique
- Gloria Origgi & Frédéric Darbellay (dir.) 2010. Repenser
l'Interdisciplinarité, Editions Slatkine, Genève - également paru dans
Revue I3 - 2002