Research

My research interests center around machine learning and artificial intelligence and are, thus, at the interface of computer science and mathematics. Specifically, I focus on

  • Learning systems and autonomous agents: Research on robust and efficient machine learning algorithms for autonomously learning agents and their application to practical applications.
  • Multi-agent systems: Research on cooperation in multi-agents systems and on the application of decentralized agent-based systems using methods from distributed artificial intelligence.
  • Intelligent systems: Development and application of decision support systems and of knowledge-based and adaptive approaches to supporting humans in a smart way.
  • Mobile and non-mobile computing: Programming the classical way and, especially, for mobile systems.

I used Wordle on an excerpt of my CV in order to extract and visualize my primary research topics of interest. Find details to some of those topics and on related projects on this site's sub-pages.