Applications of Deep Reinforcement Learning for Home Energy Management Systems: A Review
Dominik Latoń,
Jakub Grela,
Andrzej Ożadowicz
Abstract:In the context of the increasing integration of renewable energy sources (RES) and smart devices in domestic applications, the implementation of Home Energy Management Systems (HEMS) is becoming a pivotal factor in optimizing energy usage and reducing costs. This review examines the role of reinforcement learning (RL) in the advancement of HEMS, presenting it as a powerful tool for the adaptive management of complex, real-time energy demands. This review is notable for its comprehensive examination of the appl… Show more
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