Posted on Fr 17 Mai 2019 in about

I'm an Electrical Engineer from Germany, presently working towards my Master's degree. I have passion for mathematical problems arising in control of dynamical systems.

My current research interest lies in learning based algorithms for large-scale networked control systems. Recently, we developed DIRA a scalable Deep reinforcement learning based Iterative Resource Allocation algorithm to schedule communication resources in a control sensitive manner [arxiv].

I am also interested in security aspects in modern networked systems. Ideally, future control methods should ensure continuous encryption of process data within a control loop. We showed how this can be achieved using partial homomorphic encryption, see [1], [2].