RAISGATE: Reliable Artificial Intelligence via Stochastic Game Techniques

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Associate Team

Starting year: 2026

Ending year: 2028

 

 

 

 

Leading institutions:

  • Project-team NEO, Inria Centre at Université Côte d'Azur, Inria (France)

  • Universidad de O’Higgins (Chile)

Collaborating institutions: 

  • Center for Environmental Economics of Montpellier (CEE-M) (France)

  • Institut national de recherche pour l'agriculture, l'alimentation et l'environnement (INRAE) (France)

  • Project-team COATI, Inria Centre at Université Côte d'Azur, Inria (France)

     

Coordinadores:

AlainJeanMarie
Alain Jean-Marie
NEO, Inria
Victor-Bucarey
Victor Bucarey
Universidad de O’Higgins

 

Project Summary

The purpose of this project is to bring together researchers in applied probabilities and operations research, around the development of the theory and applications of dynamic Stackelberg (hierarchical) games. This theory is relevant to practical situations involving a "defender" and one or several "attackers" and a randomly evolving environment. In addition to advances to the theory, we plan to develop applications to: a) the prevention of forest fires; b) the protection of distributed learning systems against malevolent data injection. Game-theoretical models for these case studies will be developed, together with algorithms computing their solution. Algorithmic advances will be contributed to the Marmote software, and be embedded in a decision support tool for the forest fire application.

Team

In France

  • Alain Jean-Marie, researcher, RAISGATE coordinator, NEO project-team, Inria Centre at Université Côte d'Azur, Inria

  • Giovanni Neglia, researcher, NEO project-team, Inria Centre at Université Côte d'Azur, Inria

  • Chuan Xu, researcher, COATI project-team, Inria Centre at Université Côte d'Azur, Inria

  • Mabel Tidball, researcher, INRAE, Center for Environmental Economics of Montpellier (C-EEM)

In Chile

  • Víctor Bucarey, researcher, RAISGATE coordinator, Universidad de O’Higgins

  • David Salas, researcher, Universidad de O’Higgins

  • Andrea Canales, researcher, Universidad de O’Higgins

  • Fernando Ordóñez, researcher, Universidad de Chile

  • Andrés Weintraub, researcher, Universidad de Chile

  • Antonia Pua, MSc student, Universidad de O’Higgins

  • Gonzalo Muñoz, researcher, Universidad de Chile