RIML Lab

We have few open RA positions on Generalization in Reinforcement Learning, who will directly work with me during this summer. This topic deals with generalization of an RL agent beyond its training environments (e.g. see this paper and also this one as two instances). I am looking for highly motivated researchers, including B.Sc. or above students/alumni with these requirements:

1. Strong theoretical background in Probability and Statistics.
2. Proficient in Deep and Reinforcement Learning (must have taken/audited these two courses).
3. Having at least 3 months of past research experience.
4. Being self-reliant, self-motivated, and quick learner.
5. On site presence in the lab, and directly reporting to me on a weekly basis in the lab meeting.

If you are eligible, please fill this form at most by Wednesday, June 11th 2025, 9:00 AM Tehran time: Application Form.

arXiv.org

On the Importance of Exploration for Generalization in...

Existing approaches for improving generalization in deep reinforcement learning (RL) have mostly focused on representation learning, neglecting RL-specific aspects such as exploration. We...

www.tg-me.com/it/RIML Lab/com.RIMLLab/212

2.2K viewsMohammad Hossein Rohban, Jun 9 at 11:28

We have few open RA positions on Generalization in Reinforcement Learning, who will directly work with me during this summer. This topic deals with generalization of an RL agent beyond its training environments (e.g. see this paper and also this one as two instances). I am looking for highly motivated researchers, including B.Sc. or above students/alumni with these requirements:

1. Strong theoretical background in Probability and Statistics.
2. Proficient in Deep and Reinforcement Learning (must have taken/audited these two courses).
3. Having at least 3 months of past research experience.
4. Being self-reliant, self-motivated, and quick learner.
5. On site presence in the lab, and directly reporting to me on a weekly basis in the lab meeting.

If you are eligible, please fill this form at most by Wednesday, June 11th 2025, 9:00 AM Tehran time: Application Form.

BY RIML Lab