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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

  • Ayan,Onur; Vilgelm, Mikhail; Kellerer, Wolfgang: Optimal Scheduling for Discounted Age Penalty Minimization in Multi-Loop Networked Control. IEEE Consumer Communications & Networking Conference, 2020 more…
  • Varasteh, Amir;Kellerer, Wolfgang;Mas Machuca, Carmen: Network in the Air. , Proceedings of the 15th ACM International on Conference on Emerging Networking Experiments and Technologies (CoNEXT'19 Companion). ACM, 2019 more…
  • Pujol, Enric; Poese, Ingmar; Zerwas, Johannes; Smaragdakis, Georgios; Feldmann, Anja: Steering Hyper-Giants’ Traffic at Scale. The 15th International Conference on emerging Networking EXperiments and Technologies (CoNEXT), 2019 more…