Sökning: "Policy-based Reinforcement learning"

Hittade 1 uppsats innehållade orden Policy-based Reinforcement learning.

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

    Master-uppsats, Högskolan Dalarna/Mikrodataanalys

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

    Sammanfattning : 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. LÄS MER