Organisation/Company: Université Toulouse CapitoleDepartment: IRITResearch Field: Computer science » OtherResearcher Profile: First Stage Researcher (R1)Positions: Postdoc PositionsCountry: FranceApplication Deadline: 13 Dec 2024 - 12:00 (UTC)Type of Contract: TemporaryJob Status: Full-timeHours Per Week: 35Offer Starting Date: 6 Jan 2025Is the job funded through the EU Research Framework Programme? Not funded by a EU programmeIs the Job related to staff position within a Research Infrastructure? NoOffer DescriptionThe University of Toulouse Capitole is recruiting a post-doctoral fellow for its IRIT laboratory (Institut de Recherche en Informatique de Toulouse) as part of the ANR-JCJC MIMICO project. The post-doctoral fellow will join the SMAC (Cooperative Multi-Agent System) team.The University of Toulouse Capitole aims to create a multidisciplinary and international research centre, develop local and international partnerships, promote pedagogical innovation, and enhance the attractiveness of the Toulouse University site.The Institute for Research in Computer Science of Toulouse (IRIT) is one of the largest Joint Research Units (UMR 5505) in France, contributing significantly to research in Occitanie.PRESENTATION OF THE ANR-JCJC MIMICO PROJECTThe MIMICO project proposes to design and evaluate a new approach based on the construction of a surrogate model to emulate the relationship between a scenario and the results of the agent model. The project focuses on developing new active learning strategies to improve the exploration and calibration of multi-agent models.MAIN ACTIVITIESAs part of the SMAC team, you will carry out research on ensemble machine learning and active learning for the exploration and calibration of multi-agent models.CANDIDATE PROFILEPhD in Computer Science or MathematicsExperience in machine learning (ensemble learning, active learning, surrogate models) demonstrated by recent publicationsKnowledge of agent modelling and model calibration issues is appreciableAbility to work in a team and supervise PhD students, research engineers, and internsWhere to applyE-mail: ****** Field: Computer science » OtherEducation Level: PhD or equivalentLanguages: ENGLISH Level ExcellentYears of Research Experience: 1 - 4
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