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  1. An experimental evaluation of deep reinforcement learning algorithms for HVAC control

    Heating, ventilation, and air conditioning (HVAC) systems are a major driver of energy consumption in commercial and residential buildings. Recent...

    Antonio Manjavacas, Alejandro Campoy-Nieves, ... Juan Gómez-Romero in Artificial Intelligence Review
    Article Open access 13 June 2024

  2. Explaining Deep Reinforcement Learning-Based Methods for Control of Building HVAC Systems

    Deep reinforcement learning (DRL) has emerged as a powerful tool for controlling complex systems, by combining deep neural networks with...
    Javier Jiménez-Raboso, Antonio Manjavacas, ... Juan Gómez-Romero in Explainable Artificial Intelligence
    Conference paper 2023
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