Experience
Education
Bio
My research interests lie in the field of Machine Learning and Reinforcement Learning. My research goal is to develop agents that can learn via interaction, reliably, and robustly in the real world. Towards this goal, I am interested in devising algorithms which allow learning complex behavior by effectively leveraging previously collected static datasets (offline data-driven RL) and at the same also understanding and addressing challenges in applying RL with deep neural network function approximation.