I am a Doctoral Fellow at the ETH AI Center. My research is supervised by Prof. Dr. Mennatallah El-Assady and Prof. Dr. Christoph Hölscher.
I am interested to use human-AI collaboration to integrate human expertise and creativity into complex design processes, in particular in the field of hospital designs.
To achieve this, I am currently focusing on capturing complex human preferences by learning reward functions from heterogenous human feedback.
News
Selected Publications
MAVRL: Learning Reward Functions from Multiple Feedback Types with Amortized Variational Inference
Raphaël Baur, Yannick Metz, Maria Gkoulta, Mennatallah El-Assady, Giorgia Ramponi, Thomas Kleine Buening
Preprint, 2026
The DesignMind Toolkit: A Toolkit for Evidence-Based, Cognitively-Informed and Human-Centred Architectural Design
Michal Gath-Morad, Raphaël Baur, Christoph Hölscher
ECAADE2023
RLHF-Blender: A Configurable Interactive Interface for Learning from Diverse Human Feedback
Yannik Metz, David Lindner, Raphaël Baur, Daniel Keim, Mennatallah El-Assady
ICML2023
