Andreas Boltres (Flunzmas)

I am an AI researcher employed at SAP and enrolled as a PhD student at the Karlsruhe Institute of Technology (KIT), Germany. My work focuses on distributed/networked Reinforcement Learning for Routing Optimization in Computer Networks.

In my blog, I explain my research and share random bits of information on life as a PhD student and life in general.

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

news

Oct 15, 2024	New TMLR Paper accepted! Check out the paper webpage.

latest posts

Nov 17, 2024	From Wordpress to al-folio
Oct 28, 2024	The First 'Visible' Breakthrough
Jan 16, 2024	Riders on the Storm

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},
}