research and teaching assistant

Warsaw University of Technology, Poland

Updated: 22 days ago
Job Type: FullTime
Deadline: 05 May 2024

5 Apr 2024
Job Information
Organisation/Company

Warsaw University of Technology
Research Field

Engineering » Computer engineering
Engineering » Control engineering
Researcher Profile

First Stage Researcher (R1)
Country

Poland
Application Deadline

5 May 2024 - 16:00 (Europe/Warsaw)
Type of Contract

Temporary
Job Status

Full-time
Hours Per Week

40
Is the job funded through the EU Research Framework Programme?

Not funded by an EU programme
Is the Job related to staff position within a Research Infrastructure?

No

Offer Description

The post will require knowledge of advanced mobile robot autonomous navigation algorithms, particularly motion planning methods using machine learning techniques. The research will apply deep reinforcement learning algorithms to develop robot local path planners. Testing the vulnerability of autonomous robot navigation algorithms to various cyber threats will also be an essential part of the research work. It is assumed that the applicant will conduct research leading to a doctorate in adversarial machine learning techniques to investigate the vulnerability of robot control algorithms to cyber threats. In addition, the applicant will teach laboratory and design classes in robotics and artificial intelligence, develop new laboratory exercises, and write instructions for them.


Requirements
Research Field
Engineering » Communication engineering
Education Level
Master Degree or equivalent

Research Field
Engineering » Control engineering
Education Level
Master Degree or equivalent

Skills/Qualifications

Candidates are required:

  • to have completed higher education with a master’s degree or equivalent,
  • to have a good command of Polish and English,
  • to have a good knowledge of autonomous navigation algorithms service and social robots,
  • to have a knowledge of reinforcement learning methods and algorithms and their application in autonomous robot navigation tasks,
  • to have a knowledge of problems relevant to cyber security of service and social robots,
  • to be able to implement advanced algorithms in machine learning, in particular, reinforcement learning in the control systems of service and social robots,
  • to have teaching experience

    • Languages
    ENGLISH
    Level
    Good

    Languages
    POLISH
    Level
    Good

    Additional Information
    Work Location(s)
    Number of offers available
    1
    Company/Institute
    Warsaw University of Technology/Faculty of Electronics and Information Technology/Institute of Control and Computation Engineering
    Country
    Poland
    City
    Warsaw
    Postal Code
    00 - 665
    Street
    Nowowiejska 15/19
    Geofield


    Where to apply
    E-mail

    [email protected]

    Contact
    City

    Warsaw
    Website

    http://www.pw.edu.pl
    Street

    Plac Politechniki 1
    Postal Code

    00-661

    STATUS: EXPIRED

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