Master 2 internship offer -- AI for bayesian games

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Le descriptif de l’offre ci-dessous est en Anglais

Type de contrat : Convention de stage

Contrat renouvelable : Oui

Niveau de diplôme exigé : Bac + 5 ou équivalent

Fonction : Stagiaire de la recherche

A propos du centre ou de la direction fonctionnelle

The  Inria University of Lille centre, created in 2008, employs 360 people  including 305 scientists in 15 research teams. Recognised for its strong  involvement in the socio-economic development of the Hauts-De-France  region, the Inria University of Lille centre pursues a close  relationship with large companies and SMEs. By promoting synergies  between researchers and industrialists, Inria participates in the  transfer of skills and expertise in digital technologies and provides  access to the best European and international research for the benefit  of innovation and companies, particularly in the region.

For more  than 10 years, the Inria University of Lille centre has been located at  the heart of Lille's university and scientific ecosystem, as well as at  the heart of Frenchtech, with a technology showroom based on Avenue de  Bretagne in Lille, on the EuraTechnologies site of economic excellence  dedicated to information and communication technologies (ICT).

Contexte et atouts du poste

Within the STaRS project SITAR at Inria Lille, we are looking for a 4 to 6 month Master 2 intern to work on AI approaches for Bayesian game solving.

Depending on the background of the candidate, the candidate will focus on one of the following three tracks :

  • the modeling of uncertainty perception in a multi-agent setting, relying on information-theoretic measures;
  • the development of scalable AI based algorithms for Bayesian game solving considering different metrics (efficiency loss minimization, accuracy maximization, privacy preservation, convergence time minimization, ...),
  • the development of coordination approaches for equilibrium selection and tracking in a dynamic setting taking into account the structure of the underlying communication network, abstracted as a graph. 

 

Mission confiée

The candidate will be integrated with the INOCS group at Inria Lille. S.he will be supervised by Hélène Le Cadre and Frédy Pokou.

Principales activités

The candidate will propose mathematical game theoretic models that s.he will analyse.

S.he will develop code in python and test it on toy and large-scale problems.

S.he will contribute to the writting of scientific papers that will be submitted to leading conferences and journals.

Compétences

The candidate should be fluent in English. Basic French is appreciated but not mandatory.

Avantages

  • Subsidized meals
  • Partial reimbursement of public transport costs
  • Leave: 7 weeks of annual leave + 10 extra days off due to RTT (statutory reduction in working hours) + possibility of exceptional leave (sick children, moving home, etc.)
  • Possibility of teleworking and flexible organization of working hours
  • Professional equipment available (videoconferencing, loan of computer equipment, etc.)
  • Social, cultural and sports events and activities
  • Access to vocational training
  • Social security coverage