Research

Currently, during my PhD studies, I research a hybridization and an integration of gradient and evolutionary approaches to reinforcement learning. Besides that, I look into anything else I find interesting, like, e.g., a quantum computing or an interval linear algebra.

In the past, I obtained a Master's degree in Computer Science - Artificial Intelligence at the Faculty of Mathematics and Physics, Charles University. I concluded this study by defending my master thesis where I researched the utilization of a transformer neural architecture in a reinforcement learning and especially the possibility of training this architecture in such a setting using evolution strategies.

Even earlier, I obtained my Bachelor's degree in General Computer Science program at the same faculty. In my bachelor thesis I studied properties of certain subclasses of interval P-matrices and their means of recognition.

For those more interested in my work, my ORCID is 0000-0002-6797-9052.