Job Information
- Organisation/Company
- Warsaw University of Technology
- Research Field
- Engineering » Computer engineeringEngineering » Control engineering
- Researcher Profile
- First Stage Researcher (R1)
- Country
- Poland
- Application Deadline
- 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
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
- sekretariat.ia@pw.edu.pl
Contact
- City
- Warsaw
- Website
- Street
- Plac Politechniki 1
- Postal Code
- 00-661