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Postdoc neuroscience-inspired intelligent autonomous agents

Postdoc/tenure track position on Neuroscience-inspired Intelligent Autonomous AgentsAcademic environmentEindhoven University of Technology (TU/e) is one of …

8 maanden geleden

Arbeidsvoorwaarden

Standplaats:
de Rondom, Eindhoven, Noord-Brabant
Dienstverband:
Tijdelijk contract / Tijdelijke opdracht
Uren per week:
38 uur
Opleidingsniveau:
Postdoctoraal

Functieomschrijving

Postdoc/tenure track position on Neuroscience-inspired Intelligent Autonomous Agents

Academic environment

Eindhoven University of Technology (TU/e) is one of Europe's top technological universities, situated in the heart of one of Europe's largest high-tech innovation ecosystems. Research at TU/e is characterized by a combination of academic excellence and a strong real-world impact. This impact is often obtained via close collaboration with high-tech industries. TU/e consistently achieves a global top position in university-industry collaboration rankings, and is a breeding ground for spinoff and startup companies.

BIASlab

Within TU/e, BIASlab (Bayesian Autonomous Intelligent Systems Lab, (biaslab.org ), headed by prof. Bert de Vries (https://biaslab.github.io/member/bert/ ), seeks to advance the state of the art in Artificial Intelligence beyond the current focus on deep learning. We aim to develop intelligent autonomous agents that learn purposeful behavior through situated environmental interactions by exploiting advanced neuroscience insights and theories. Our approach to the design of intelligent agents is inspired by the Free Energy Principle (https://en.wikipedia.org/wiki/Free_energy_principle ), which is a computational theory of self-organization in biological systems (particularly the brain). In short, we aim to develop synthetic active-inference agents that can be utilized for engineering applications. Ultimately, we want to use these agents to automate the development of novel signal processing algorithms under in-situ conditions, e.g., for quantified-self applications in hearables and other wearables. Please browse our web page biaslab.org for an overview of our research interests.

The position

It is expected that the candidate takes on a leading role within BIASlab, working together with PhD students, the project PI and international colleagues. Key areas of interest include Bayesian machine learning, computational neurosciences and signal processing. Different contractual options (contract duration, tenure track options, etc.) can be discussed, depending on the candidate's background and interests.

Functie-eisen

  • You should have a PhD degree in electrical engineering, computer science, computational neuroscience or similar.
  • We want to develop working agents and consequently put a high value on candidates with a strong record in (scientific) programming and in translating advanced theories into practical applications.
  • Preferably experience in supervising MSc and/or PhD students.
  • It is essential to have a good written and spoken command of English.
  • Finally, we appreciate a team player attitude, willingness to work hard and know how to have fun at it.
  • Arbeidsvoorwaarden

    We offer the following:
  • An appointment (1 FTE) as a postdoc for 3 to 4 years with flexible starting date, but preferably as soon as possible. For exceptionally qualified candidates a tenure-track appointment can be considered.
  • Gross monthly salary in accordance with the Collective Labor Agreement of the Dutch Universities, scale 10. Exact salary depends on your experience.
  • An attractive package of fringe benefits, including excellent work facilities, end-of-year allowance and sports facilities.
  • A dynamic, challenging and ambitious research environment with an eye for optimizing the work vs private life balance.
  • Additionele informatie

    Information

    For more information about the position, contact Prof.dr.ir. Bert de Vries, Dept. of Electrical Engineering, Eindhoven University of Technology (Netherlands), email bert.de.vries@tue.nl

    More information on employment conditions can be found here: www.tue.nl/en/university/working-at-tue/working-conditions/ .

    Application

    If you are interested in this position and would like to apply, we request you to use the "Apply now"-button.
    Your application should be addressed to prof. De Vries. Applications must include the following:
  • A personal motivation letter (please address the above-mentioned job requirement issues).
  • A Curriculum Vitae including the names and contact details of at least two references.
  • An overview of your research interests (about 1 page).
  • A digital copy of your MSc and PhD theses (if they are very large, you can send them by email or alternatively include a download link).

  • Please keep in mind; you can upload only 5 documents up to 2 MB each!