Imitation Learning with Deep Attentive Tabular Neural Networks for Environmental Prediction and Control in Smart Home

Automated indoor environmental control is a research topic that is beginning to receive much attention in smart home automation. All machine learning models proposed to date for this purpose have relied on reinforcement learning using simple metrics of comfort as reward signals. Unfortunately, such...

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Bibliographic Details
Main Authors: Omar al-Ani, Sanjoy Das, Hongyu Wu
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/16/13/5091