Now showing items 1-2 of 2

    • Distributed multi-agent online learning based on global feedback 

      Tekin, C.; Zhang, S.; Schaar, Mihaela van der (Institute of Electrical and Electronics Engineers, 2015-05-01)
      Abstract—In this paper, we develop online learning algorithms that enable the agents to cooperatively learn how to maximize the overall reward in scenarios where only noisy global feedback is available without exchanging ...
    • Jamming bandits-a novel learning method for optimal jamming 

      Amuru, S.; Tekin, C.; Van Der Schaar, M.; Buehrer, R.M. (Institute of Electrical and Electronics Engineers Inc., 2016)
      Can an intelligent jammer learn and adapt to unknown environments in an electronic warfare-type scenario? In this paper, we answer this question in the positive, by developing a cognitive jammer that adaptively and optimally ...