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Dominik Baumann

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2 PhD positions in Ergodicity-Aware Continual Reinforcement Learning at Aalto University Aalto University in Finland

Degree Level

PhD

Field of study

Computer Science

Funding

The positions are PhD/Doctoral Researcher openings funded through an ERC Starting Grant project at Aalto University. The post does not specify stipend amount, tuition coverage, or other financial details.

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Country

Finland

University

Aalto University

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Keywords

Computer Science
Electrical Engineering
Mathematics
Decision Making
Reinforcement Learning
Automatic Control
Robotics
Continual Learning

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About this position

Aalto University School of Electrical Engineering is advertising 2 PhD/Doctoral Researcher positions in reinforcement learning for Dominik Baumann’s group. The positions are part of an ERC Starting Grant project on ergodicity-aware continual reinforcement learning.

The research focus is on developing new theoretical and algorithmic approaches to reinforcement learning in non-stationary environments, with emphasis on continual learning, long-term performance, and decision-making under non-ergodicity. This is a strong fit for candidates interested in machine learning, control, and mathematically grounded RL research.

Institution: Aalto University, Finland
Supervisor/PI: Dominik Baumann, Assistant Professor for Automatic Control
Funding: ERC Starting Grant project funding (details such as stipend are not specified in the post)

How to apply: Read the position details page and submit your application via the application portal linked in the post. The post does not mention a deadline, so applicants should check the portal for the current closing date and requirements.

Funding details

The positions are PhD/Doctoral Researcher openings funded through an ERC Starting Grant project at Aalto University. The post does not specify stipend amount, tuition coverage, or other financial details.

What's required

Applicants should be interested in reinforcement learning, continual learning, non-stationary environments, and theoretical/algorithmic research. The post does not specify degree prerequisites beyond the PhD level, nor does it mention language tests, GPA, or other formal requirements.

How to apply

Review the position details link for full information, then submit an application through the application portal link provided in the post. Share the posting with interested candidates if appropriate.

More information can be found here

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