Postdoctoral Researcher in Reinforcement Learning

Postdoctoral Researcher in Reinforcement Learning
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The ODI group at the Institute of Machine Learning is looking for highly motivated postdoctoral researchers with expertise in reinforcement learning (RL) to join our team. 

The position is available immediately, with an initial appointment for 1 year, renewable up to 3 years based on performance.

Job description
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The candidate is expected to work on the broad theme of reinforcement learning (RL), such as (but not limited to) 

Theory of online learning, reinforcement learning, and data-driven control 
Learning in games, and multi-agent RL 
RLHF and alignment in LLMs
Representation learning in RL
Transfer learning in multi-task bandits and RL
Statistical or generative decision making

The exact project scope will be tailored to the candidate’s strength and expertise. The candidate is expected to collaborate closely with the research supervisor and the ODI team members, and assist in mentoring Master’s or Bachelor’s thesis projects.

Profile
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We are seeking candidates with:

A PhD degree in the field of Computer Science or similar
Solid background in the foundations of reinforcement learning
Proven research experience with first-authored publications at peer-reviewed conferences (ICML, ICLR, NeurIPS, CoRL, ICRA, AAAI, AAMAS or similar)
A collaborative mindset, with the ability to work effectively within a multidisciplinary team
(Optional) Experience with large-scale machine learning codebases

We offer
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Environment and resources: We promise an inspiring, collaborative research environment to support your immersion into an ambitious research agenda. Our team consists of a dynamic and international group of researchers who share a common vision to contribute to top-level academic research in the fields of machine learning. You will have access to state-of-the-art computational resources and a broad network of global collaborators.

Compensation: We offer a competitive salary. For employment details at ETH Zurich, visit ETH Zurich Employment Information.
Working, teaching and research at ETH Zurich (https://ethz.ch/en/the-eth-zurich/working-teaching-and-research.html)

We value diversity
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In line with our values, ETH Zurich encourages an inclusive culture. We promote equality of opportunity, value diversity and nurture a working and learning environment in which the rights and dignity of all our staff and students are respected. Visit our Equal Opportunities and Diversity website to find out how we ensure a fair and open environment that allows everyone to grow and flourish.

Curious? So are we.
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We look forward to receiving your complete online application with the following documents:

Curriculum Vitae
Complete publication list
Brief research statement (2 pages) describing your expertise and interests
Contact information of 2-3 references
Copies of academic certificates

Note: Applications must be submitted through our online portal. We will not accept applications sent via email.

For any questions regarding the position, please contact Dr. Zebang Shen at [email protected].

About ETH Zürich
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ETH Zurich is one of the world’s leading universities specialising in
science and technology. We are renowned for our excellent education,
cutting-edge fundamental research and direct transfer of new knowledge
into society. Over 30,000 people from more than 120 countries find our
university to be a place that promotes independent thinking and an
environment that inspires excellence. Located in the heart of Europe,
yet forging connections all over the world, we work together to
develop solutions for the global challenges of today and tomorrow.