Supervision

I am continuously looking for excellent and motivated master thesis students. If you are interested in being supervised by me, send me an email including a suggested project description, your transcript of records, and CV.

Master theses

• 2025: Safe and optimal control parameter tuning (B. Avci)
• 2024: Learning-based Control of Multi-Agent Systems (D. Gkoutzounis)

Bachelor theses

• 2025: Guarantees in deep neural networks predictions: probabilistic bounds and robustness methods (J. Niemi)
• 2025: Machine Learning in Football Analysis (A. Oura)
• 2024: Safe Learning in multi-agent systems with Gaussian Processes (H. Toikka)

Summer internships

• 2024: Bounding norms in reproducing kernel Hilbert spaces (W. Lee)

Project courses

• 2025: Towards safe control of legged robots (E. Alitalo, E. Halminen, T. Rislakki, T. Saarela)