Postdoctoral Researcher in Reinforcement Learning
Vor 6 Tagen
ETH Zürich is well known for its excellent education, ground-breaking fundamental research and for implementing its results directly into practice.
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.
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.
ProfileWe 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
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.
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.We look forward to receiving your complete online application with the following documents:
- 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.
Job detailsTitle
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Zürich, Zürich, Schweiz Eidgenössische Technische Hochschule Zürich VollzeitThe 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.The candidate is expected to work on the broad theme of...
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Zürich, Zürich, Schweiz Eidgenössische Technische Hochschule Zürich VollzeitThe ODI group at ETH Zurich is seeking a highly motivated postdoctoral researcher with expertise in reinforcement learning to contribute to our team's research agenda.We are looking for a candidate who can work on the broad theme of reinforcement learning, including topics such as online learning, game theory, and representation learning.The successful...
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