Eike-Manuel Bansbach, M.Sc.

Eike-Manuel Bansbach, M.Sc.

Research Topics

  • Analysis of neuromorphic hardware and development of algorithms in context of communication engineering
  • Resource allocation for mobile communication using deep reinforcement learning

Teaching

  • Tutorial Nachrichtentechnik I (since WS 20/21)
  • Praktikum Nachrichtentechnik (since SS 20)

Full List of Publications

Conference papers

  1. E. M. Bansbach, Y. Kiyak and L. Schmalen, "Deep reinforcement learning for uplink multi-carrier non-orthogonal multiple access resource allocation using buffer state information," Proc. European Wireless, Dresden, Germany, Sep. 2022, https://arxiv.org/abs/2208.14689, presentation at https://youtu.be/FtScRmJ6Qw4
  2. E. M. Bansbach, V. Eliachevitch and L. Schmalen, "Deep reinforcement learning for wireless resource allocation using buffer state information," Proc. IEEE Global Commun. Conf. (GLOBECOM), Madrid, Spain, Dec. 2021, preprint available at https://arxiv.org/abs/2108.12198, presentation at https://www.youtube.com/watch?v=st4xhs-dR_g