Andreas Boltres

I am a Machine Learning researcher employed at SAP and enrolled as a PhD student at the Karlsruhe Institute of Technology (KIT), Germany. My work focuses on Graph Machine Learning and Reinforcement Learning, currently for computer network routing.

In the internet, you’d often find me under my online alias Flunzmas .

selected publications

TMLR

Learning Sub-Second Routing Optimization in Computer Networks requires Packet-Level Dynamics

Andreas Boltres, Niklas Freymuth, Patrick Jahnke, and 2 more authors

Transactions on Machine Learning Research, 2024

arXiv Bib PDF Code Website

@article{boltres2024learning,
  title = {Learning Sub-Second Routing Optimization in Computer Networks requires Packet-Level Dynamics},
  author = {Boltres, Andreas and Freymuth, Niklas and Jahnke, Patrick and Karl, Holger and Neumann, Gerhard},
  journal = {Transactions on Machine Learning Research},
  issn = {2835-8856},
  year = {2024},
  url = {https://openreview.net/forum?id=H95g8UpYKY},
}