My research focuses on deep reinforcement learning, in particular on
structures that allow generalization to unseen situations. This includes
state representation, structured transition models and supporting
auxiliary tasks. The goal is ultimately to reduce the number of
interactions with the environment to a level we observe in humans and
animals. I both studied computer science and did my doctorate at the
Technical University Berlin.