Marco Bagatella

bio

I am a PhD student at MPI-IS and ETH Zürich, co-advised by Georg Martius and Andreas Krause. Previously, I was fortunate to spend some time at Meta in Paris, working with Andrea Tirinzoni and Alessandro Lazaric, at the AIT Lab (ETH Zürich), under the supervision of Prof. Otmar Hilliges, and in the Autonomous Learning Group (MPI IS Tübingen). Not so long ago, I obtained a MSc in Computer Science at ETH Zürich, and a few years before that I graduated from Politecnico di Milano (BSc in Engineering of Computing Systems).

research

I am mainly interested in (deep) reinforcement learning, particularly in extracting diverse behavior from offline data and adapting it online. I am very excited about zero-shot methods, and the interplay between multi-task pre-training and test-time adaptation. Outside of RL, I have some experience in representation learning, and I like keeping an eye open towards recent developments with vision/language/action/… models.