May 12, 2020 article Open access Reinforcement learning for building controls: The opportunities and challenges Applied Energy DOI: 10.1016/j.apenergy.2020.115036 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 6 stored of 579 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Human-in-the-loop control strategy for IoT-based smart thermostats with Deep Reinforcement Learning 2025 Energy and AI article Engineering Building Energy and Comfort Optimization Open access 7 citations A Modular Python Framework for Rapid Development of Advanced Control Algorithms for Energy Systems 2024 SSRN Electronic Journal preprint Engineering Building Energy and Comfort Optimization Open access 1 citations Evaluation of advanced control strategies for building energy systems 2022 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access 127 citations Comparative study of supervised algorithms for topology detection of sensor networks in building energy systems 2022 Automation in Construction article Engineering Building Energy and Comfort Optimization Open access 7 citations Monitoring data-driven Reinforcement Learning controller training: A comparative study of different training strategies for a real-world energy system 2021 Energy and Buildings article Engineering Building Energy and Comfort Optimization 22 citations Application of two promising Reinforcement Learning algorithms for load shifting in a cooling supply system 2020 Energy and Buildings article Engineering Building Energy and Comfort Optimization 66 citations 6 results References 0