Now showing items 1-3 of 3

    • Adaptive ambulance redeployment via multi-armed bandits 

      Şahin, Ümitcan (Bilkent University, 2019-09)
      Emergency Medical Services (EMS) provide the necessary resources when there is a need for immediate medical attention and play a signi cant role in saving lives in the case of a life-threatening event. Therefore, it is ...
    • An efficient bandit algorithm for general weight assignments 

      Gokcesu, K.; Ergen, T.; Ciftci, S.; Kozat, S. S. (Institute of Electrical and Electronics Engineers Inc., 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, ...
    • Gambler's ruin bandit problem 

      Akbarzadeh, N.; Tekin, C. (Institute of Electrical and Electronics Engineers Inc., 2017)
      In this paper, we propose a new multi-armed bandit problem called the Gambler's Ruin Bandit Problem (GRBP). In the GRBP, the learner proceeds in a sequence of rounds, where each round is a Markov Decision Process (MDP) ...