The Machine Learning Research Lab in Volkswagen Group IT focuses on fundamental machine learning research for probabilistic inference, time series modelling, efficient exploration, and control. Our work starts from probability theory, through neural networks, to applications inside and outside our lab. This website is to inform you about our work through publications, blog posts, and other public output.

Latent Matters

Inferring the state-space representation of a pendulum

A Tale of Gaps

A catastrophic example of the newly discovered conditioning gap.

Learning to Fly

A self-built drone controlled onboard by a learnt policy optimised in a learnt simulation


The front view of the lab building