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Aalborg University

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Postdoc in Learning-Based Multi-Agent Control Under Uncertainty at Aalborg University Aalborg University in Denmark

Degree Level

Postdoc

Field of study

Computer Science

Funding

Full-time postdoc position for 2 years, starting February 1, 2027 or as soon as possible thereafter. Salary and terms follow Danish collective agreements for academic staff; no stipend amount is stated.

Deadline

Nov 5, 2026

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Country

Denmark

University

Aalborg University

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Keywords

Computer Science
Mechanical Engineering
Electrical Engineering
Mathematics
Robust Control
Model Predictive Control
Optimisation
Robotics
Multi-agent System

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About this position

Postdoc opportunity at Aalborg University in learning-based multi-agent control under uncertainty, with applications to autonomous multi-robot systems operating in dynamic and uncertain environments.

The position is hosted by the Department of Electronic Systems in the Automation and Control Section at Aalborg University, Denmark, and is part of the Horizon Europe ROX-6G project. The research is primarily theoretical and focuses on fundamental work in learning-based planning and control of interacting autonomous agents under uncertainty.

Research topics include distributed and cooperative control, learning-augmented model predictive control, safe reinforcement learning, data-driven modelling, safety mechanisms such as CBF, distributed optimization, robust and adaptive control, and rigorous analysis of stability, safety, constraint satisfaction, robustness, and convergence. The role also includes reproducible simulations, numerical studies, collaboration on robotic validation, and publication in international journals and conferences.

Eligibility highlights: PhD in control engineering, robotics, electrical engineering, applied mathematics, computer science, or a closely related field; strong background in modelling, control, optimization, or multi-agent systems; scientific programming skills in Python, MATLAB, or C++; excellent English; experience with ROS/ROS 2, multi-robot simulation, or physical robotic experiments is an advantage.

Funding and terms: full-time postdoc for 2 years, starting February 1, 2027 or as soon as possible thereafter. Salary and employment terms follow Danish academic collective agreements.

Deadline: 2026-11-05. Apply via Aalborg University’s recruitment system and include the required documents listed in the advertisement.

Funding details

Full-time postdoc position for 2 years, starting February 1, 2027 or as soon as possible thereafter. Salary and terms follow Danish collective agreements for academic staff; no stipend amount is stated.

What's required

PhD in control engineering, robotics, electrical engineering, applied mathematics, computer science, or a closely related field. Strong background in mathematical modelling, control, optimization, or multi-agent systems is required. Applicants should be able to formulate original research problems, develop and analyse rigorous methods, and show research quality through peer-reviewed publications. Good scientific programming skills in Python, MATLAB, or C++ are expected, along with excellent written and spoken English. Experience with learning-based control, robust or nonlinear control, distributed control, decision-making under uncertainty, ROS/ROS 2, multi-robot simulation, or robotic experiments is an advantage but not required.

How to apply

Apply through Aalborg University’s recruitment system via the job advertisement. Include an application letter, CV, diplomas, publication list (up to five publications may be attached), teaching qualifications if relevant, dissemination qualifications, additional qualifications, and references/recommendations.

More information can be found here

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