Essays about: "Sara Saeidian"

Found 1 essay containing the words Sara Saeidian.

  1. 1. Deep Reinforcement Learning for Downlink Power Control in Dense 5G Networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Sara Saeidian; [2019]
    Keywords : ;

    Abstract : This thesis examines the problem of downlink power allocation in dense 5Gnetworks, and attempts to develop a data-driven solution by employing deepreinforcement learning. We train and test multiple reinforcement learningagents using the deep Q-networks (DQN) algorithm, and the so-called Rainbowextensions of DQN. READ MORE