Postdoctoral position in Machine Learning for Control at Uppsala University, Sweden

[seba...@core.ws]

Hi all,

The Division of Systems and Control at Uppsala University is announcing a Postdoctoral position in Machine Learning for Control. Please find the details below.

Research on fundamental models and methods in control and machine learning, in particular at the intersection of control and machine learning.

The aim of this project is to develop new models, methods and theory/analysis for data-driven approaches to learning a controller. Lot’s of freedom to specify exact direction together with us (Thomas Schön and Per Mattsson).

Technical keywords for the position include: Data-driven control, Foundations of learning of dynamics models, System identification, Data-driven optimization for dynamical systems, Reinforcement learning for physical systems, Safe reinforcement learning, Statistical learning for dynamical and control systems.

Requirements
PhD degree within control, machine learning, signal processing, computer vision, computational statistics or another nearby and relevant field or a foreign degree equivalent to a PhD degree within control, machine learning, signal processing, computer vision, computational statistics or another nearby and relevant field.

The applicant must have a strong background in method development.

Publications at leading conferences in machine learning and/or leading conferences and journals in control is a strong plus.


Last application date: 2023-04-14

Link to the position: https://www.uu.se/en/about-uu/join-us/details/?positionId=603739


Best regards,
Sebastian