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Doctoral scholarship holder Artificial Intelligence - continual reinforcement learning

Universiteit Antwerpen -
Anvers

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Détails de l'emploi

Temps plein

Avantages

Remboursement internet
Éco-chèques

Qualifications

Informatique
Doctorat
Informatique
PyTorch
Recherche
Master
Machine learning
Deep learning
IT
Intelligence artificielle
Python

Description complète du poste

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Departement: Departement Elektronica, Informatie- en Communicatietechnologie
Regime Voltijds

Let’s shape the future - University of Antwerp

The University of Antwerp is a dynamic, forward-thinking, European university. We offer an innovative academic education to more than 20000 students, conduct pioneering scientific research and play an important service-providing role in society. We are one of the largest, most international and most innovative employers in the region. With more than 6000 employees from 100 different countries, we are helping to build tomorrow's world every day. Through top scientific research, we push back boundaries and set a course for the future – a future that you can help to shape.

The Department of Electronics and Information and Communication Technology in the Faculty of Applied Engineering is looking for a full-time (100%) doctoral scholarship holder in the field of Artificial Intelligence.

Position

You will work actively on the preparation and defence of a PhD thesis in the field of continual reinforcement learning. Continual reinforcement learning studies how agents can learn across a sequence of changing tasks, environments, or objectives while retaining previously acquired skills. It extends conventional reinforcement learning by addressing catastrophic forgetting, knowledge transfer, and adaptation under non-stationarity. Potential application domains include autonomous systems, robotics, flexible asset (e.g., storage, electric vehicles) management in smart grids, etc.
You will publish scientific articles related to the research project.
You will carry out a limited number of teaching and research support tasks for Department of Electronics and Information and Communication Technology.

Profile

You hold a master’s degree in Computer Science, Informatics, Mathematics or closely related field, or you will have obtained it by the time you start work.
You can demonstrate excellent study results.
Your teaching competences are in line with the University of Antwerp’s educational vision.
Your research qualities are in line with the faculty and university research policies.
You act with attention to quality, integrity, creativity and cooperation.
You have a strong interest in machine learning/artificial intelligence.
You have experience with deep learning.
You have experience with reinforcement learning (preferred).
You have experience with coding in Python using deep learning toolkits (e.g., PyTorch).
You have good analytical and problem-solving abilities.
You are proficient in English (written and spoken).

What we offer

We offer a doctoral scholarship for a period of one year. Following a positive evaluation each year, the scholarship can be renewed for another three years.
The planned start date is 1 January 2027 or as soon as possible.
Your monthly scholarship amount is calculated according to the scholarship amounts for doctoral scholarship holders.
You will receive eco vouchers, Internet-connectivity allowance, and a bicycle allowance or a full reimbursement of public transport costs for commuting.
As a doctoral researcher, you will have access to a wide and varied range of courses and an educational credit through the Antwerp Doctoral School.
You will do most of your work at City Campus (The Beacon) and Campus Groenenborger in a dynamic and stimulating working environment.
Find out more about working at the University of Antwerp here.

Want to apply?

You can apply for this vacancy through the University of Antwerp’s online job application platform up to and including August 16, 2026 (by midnight Brussels time). Click on the 'Apply' button and complete the online application form. Be sure to include the following attachments:
- a motivation letter
- your academic CV, including:
  - a transcript of study results.
  - two reference letters with appropriate contact details.
  - an English proficiency certificate.
- A short research proposal aligned with your research interests on continual reinforcement learning. Proposal is maximum 4 pages, excluding references.
  - The research proposal should include: (1) problem statement and motivation, (2) expected novelty/impact, (3) brief approach (models, algorithms, datasets), (4) evaluation plan, and (5) alignment with IDLab research on reinforcement learning at the University of Antwerp.
The selection committee reviews all applications as soon as possible after the application deadline. As soon as a decision is made, we will notify you. If you are still eligible after the pre-selection, you will be informed about the possible next step(s) in the selection procedure.
If you have any questions about the online application form, please check the frequently asked questions or send an email to [email protected]. If you have any questions about the job itself, please contact Kevin Mets, Assistant Professor, [email protected].

The University of Antwerp received the European Commission’s HR Excellence in Research Award for its HR policy. We are a sustainable, family-friendly organisation which invests in its employees’ growth. We encourage diversity and attach great importance to an inclusive working environment and equal opportunities, regardless of gender identity, disability, race, ethnicity, religion or belief, sexual orientation or age. We encourage people from diverse backgrounds and with diverse characteristics to apply.

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