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 descriptionThe 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
We offerEnvironment 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
We value diversity and sustainability 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. Sustainability is a core value for us - we are consistently working towards a climate-neutral future .
