Staff

Research Interests:

Google Scholar: https://scholar.google.de/citations?user=DRGPwAgAAAAJ&hl=de&oi=ao

• Resource Management in the Internet of Things (IoT)
  • Optimization of monitoring, transmission, and deep-sleep intervals in IoT systems to minimize energy consumption while ensuring high data availability and quality
  • System models in the area of point-to-point communication and satellite IoT
• New Methods in Reinforcement Learning
  • Probabilistic extensions of classical methods such as Q-learning
  • Empirical performance evaluation of new algorithms
  • Convergence proofs
  • Safe reinforcement learning
• Optimization of Routing in Satellite Networks
  • Reinforcement learning algorithms for routing in LEO networks