Researchs in the team are definitely in a multidisciplinary approach and seek to develop “virtual test tubes” promoting the study of complex systems through observation of autonomous entities using artificial intelligence behaviours. This approach is called “individual-based” because its goal is to obtain the expected group phenomena by aggregation of individual behaviors, in other words to allow the passage of the microscopic level observation (individuals) to the macroscopic levels (groups). This approach is particularly suitable for the realization of simulators in such diverse fields as computational finance, crowd simulation, traffic or cell biology. In these areas, tools and platforms created by the team are used as well as for simulation than for Serious Game or problem solving. The team works in particular on the development and coding of intelligent behaviors for artificial entities, development of software platforms to exploit them, and development of methods to go from a specific problem analysis to its concrete realization. The team is very sensitive to practical and concrete aspects of this approach. It offers notably several platforms for studiying these problems with the highest level of effectiveness and with a constant concern to avoid bias in the simulations.
Philippe Mathieu
Système multi-agents adaptatif pour l'équilibrage de charge cenré utilisateur
Alliance entre les SMA et l'optimisation au service de systèmes de mobilité innovante et intelligente
Gestion de l'incertitude par la confiance dans les systèmes de partage de ressources 17/12/2020
Modelling and simulation of distributed large scale situated multi-agent systems 03/12/2014
A reexamination of modern finance issues using Artificial Market Frameworks 18/09/2012
Approche cognitive pour la planification de trajectoire sous contraintes.. 02/02/2012
Programme modulaire pour la résolution des jeux combinatoires : Application au Sprouts et au Cram 08/11/2011
Une approche expérimentale à la théorie algorithmique de la complexité 21/06/2011
Simulation orientée-interactions de systèmes complexes 06/12/2010
Structure et aléa en finance, une approche par la complexité algorithmique de l'information 23/11/2010
Construction d'individualité par un mécanisme de sélection d'action basé sur les motivations 04/11/2010
Répartition spatiale en théorie des jeux évolutionnaires 24/06/2009