Mert Albaba
Ph.D. Student
I am an ELLIS PhD student jointly at ETH Zurich and the Max Planck Institute for Intelligent Systems. I am supervised by Prof. Otmar Hilliges and Prof. Michael Black. Previously, I worked on modeling human behaviors via reinforcement learning and game theory.
My current research interests lie at the intersection of deep reinforcement learning, computer vision, and game theory. My goal is to interpret humans from visual perception and model their behaviors in a generative manner via reinforcement learning. I am also interested in making the imitation learning pipeline more generative through vision-language models. Additionally, imitation learning in multi-agent scenarios is of interest to me.
Reinforcement Learning Human Modeling