Now showing items 1-2 of 2

    • An efficient bandit algorithm for general weight assignments 

      Gökçesu, Kaan; Ergen, Tolga; Çiftçi, S.; Kozat, Süleyman Serdar (IEEE, 2017)
      In this paper, we study the adversarial multi armed bandit problem and present a generally implementable efficient bandit arm selection structure. Since we do not have any statistical assumptions on the bandit arm losses, ...
    • Minimax optimal algorithms for adversarial bandit problem with multiple plays 

      Vural, Nuri Mert; Gökçesu, Hakan; Gökçesu, K.; Kozat, Süleyman Serdar (IEEE, 2019)
      We investigate the adversarial bandit problem with multiple plays under semi-bandit feedback. We introduce a highly efficient algorithm that asymptotically achieves the performance of the best switching m-arm strategy with ...