Research Interests

My research addresses fundamental challenges of autonomy, safety and security in autonomous sytems and robotics. To achive that, I have been developing a systemetic approach that integrates control theory, Bayesian estimation and machine learning techniques seamlessly. Turning mathematical and theoretical insight into enhanced performance of real-world physical systems is an important and driving facet of my work.

Safe Autonomous Navigation in Shared Environments