Postdoc: Learning-Based Multi-Agent Control

The Technical Faculty of IT and Design, Department of Electronic Systems, Automation and Control, Aa; Aalborg; On-site; DKK 360,000 - 480,000; Full time

Job summary

Aalborg University invites applications for a postdoc in learning-based multi-agent control under uncertainty, with applications to autonomous multi-robot systems in dynamic environments. The position is funded for two years and starts as soon as possible, potentially February 1, 2027.

The research focuses on distributed and cooperative control, safety, robustness, and performance, combining learning with model-based methods.

Qualifications

• PhD required in control engineering, robotics, electrical engineering, applied mathematics, computer science, or closely related field.

Responsibilities

• Conduct fundamental research on learning-based planning and control of interacting autonomous agents under uncertainty.

Skills

Mathematical modelling

Control theory

Optimization

Multi-agent systems

Scientific programming

Python

MATLAB

C++

ROS/ROS 2

Robotics

Education

PhD in a relevant field

Tools

Python

MATLAB

C++

ROS/ROS 2

Simulation software

Job description

Aalborg University invites applications for a postdoc in learning-based multi-agent control under uncertainty, with applications to autonomous multi-robot systems in dynamic environments. The position is funded for two years and starts as soon as possible, potentially February 1, 2027.

The research focuses on distributed and cooperative control, safety, robustness, and performance, combining learning with model-based methods.