A Transfer Learning Strategy for Improving the Data Efficiency of Deep Reinforcement Learning Control in Smart Buildings
Author:
Affiliation:
1. Oak Ridge National Laboratory,Oak Ridge,TN,USA,37831
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10454113/10454115/10454120.pdf?arnumber=10454120
Reference13 articles.
1. Playing Atari with Deep Reinforcement Learning;Mnih;p. arXiv:1312.5602doi: 10.48550/arXiv.1312.5602
2. Ten questions concerning reinforcement learning for building energy management;Nagy;Building and Environment,2023
3. Towards optimal control of air handling units using deep reinforcement learning and recurrent neural network;Zou;Building and Environment,2020
4. Evaluating the Adaptability of Reinforcement Learning Based HVAC Control for Residential Houses;Kurte;Sustainability,2020
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