Essays about: "Yeswanth Surya Achyut Markonda"

Found 1 essay containing the words Yeswanth Surya Achyut Markonda.

  1. 1. Policy-based Reinforcement learning control for window opening and closing in an office building

    University essay from Högskolan Dalarna/Mikrodataanalys

    Author : Gokul Kaisaravalli Bhojraj; Yeswanth Surya Achyut Markonda; [2020]
    Keywords : Markov decision processes; Policy-based Reinforcement learning; Value-based Reinforcement learning; Q-learning; REINFORCE; policy gradient; window control; indoor comfort level;

    Abstract : The level of indoor comfort can highly be influenced by window opening and closing behavior of the occupant in an office building. It will not only affect the comfort level but also affects the energy consumption, if not properly managed. This occupant behavior is not easy to predict and control in conventional way. READ MORE