Fri, July 19 at 10:00 (new date!): Tutorial on MDP and Stochastic Optimization (Dr. Mikhail Vilgelm)

On Friday, July 19, 2019 Dr. Mikhail Vilgelm will give a tutorial on Markov Decision Process and Stochastic Optimization in seminar room 1977.

Short outline of the talk:

- Markov decision process and partially observable Markov decision process

- Planning methods

- Learning methods

- Approximation strategies & outlook into deep reinforcement learning

Recent Publications

  • Sieber, Christian; Schwarzmann, Susanna; Blenk, Andreas; Zinner, Thomas; Kellerer, Wolfgang: Scalable Application- and User-Aware Resource Allocation in Enterprise Networks Using End-Host Pacing. ACM Trans. Model. Perform. Eval. Comput. Syst., 2020 more…
  • Ayan, Onur; Gürsu, H. Murat; Papa, Arled; Kellerer, Wolfgang: Probability Analysis of Age of Information in Multi-hop Networks. IEEE Networking Letters, 2020, 1-1 more…
  • Papa, Arled; de Cola, Tomaso; Vizarreta, Petra; He, Mu; Mas Machuca, Carmen; Kellerer, Wolfgang: Design and Evaluation of Reconfigurable SDN LEO Constellations. IEEE Transactions on Network and Service Management , 2020 more…