Postdoctoral Researcher In Hybrid Ai On Cognitive Planning With The Help Of A Spiking Neural Network

Universities and Institutes of France

France

September 27, 2022

Description

  • Organisation/Company: CNRS
  • Research Field: Computer science Mathematics › Algorithms
  • Researcher Profile: First Stage Researcher (R1)
  • Application Deadline: 27/09/2022 23:59 - Europe/Brussels
  • Location: France › TOULOUSE
  • Type Of Contract: Temporary
  • Job Status: Full-time
  • Hours Per Week: 35
  • Offer Starting Date: 15/10/2022
  • Applicants should propose a brief research project, possibly relating it to our previous work in which we have contributed to cognitive planning in an explicit belief language.

    Constructing plans to achieve their goals---and more generally deciding and learning how to act---are fundamental problems for intelligent agents. The focus of cognitive planning is the generation of plans for an individual agent by taking into account other aspects such as reasoning about the beliefs, goals, intentions and actions of other agents ('theory of mind'); learning from past experiences; monitoring the outcome of actions and learning and managing possibly unintended outcomes. Tools such as logics of knowledge and belief, logics of goals, intentions and actions, game theory and learning should play the role of building blocks of such formalisms. Furthermore, it is assumed that part of the knowledge useful for planning is extracted from a neural network based on spikes which remains to be defined.

    The Institut de Recherche en Informatique de Toulouse (IRIT) is one of the biggest computer science labs in France. Its AI Department has a long-standing tradition of research in knowledge representation and reasoning. IRIT participates in the ANITI project on hybrid AI.

    Eligibility criteria

    We are looking for a candidate with a background in knowledge representation and/or machine learning who is interested in their integration in the context of planning et of spiking neural networks.

    Additional comments

    The postdoc position is within the ALoRS project (Action, Logical Reasoning and Spiking networks, https: // www. irit.fr/ALoRS/) for which IRIT is leader.

    Web site for additional job details

    https: // emploi.cnrs.fr/Offres/CDD/UMR5505-CHLBOU-059/Default.aspx

    Required Research Experiences
  • RESEARCH FIELD
  • Computer science

  • YEARS OF RESEARCH EXPERIENCE
  • None

  • RESEARCH FIELD
  • Mathematics › Algorithms

  • YEARS OF RESEARCH EXPERIENCE
  • None

    Offer Requirements
  • REQUIRED EDUCATION LEVEL
  • Computer science: PhD or equivalent

    Mathematics: PhD or equivalent

  • REQUIRED LANGUAGES
  • FRENCH: Basic

    Contact Information
  • Organisation/Company: CNRS
  • Department: Institut de Recherche en Informatique de Toulouse
  • Organisation Type: Public Research Institution
  • Website: https:// www. irit.fr/
  • Country: France
  • City: TOULOUSE
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