Kadir Amasyali Contact amasyalik@ornl.gov | 865.341.0354 Publications A Transfer Learning Strategy for Improving the Data Efficiency of Deep Reinforcement Learning Control in Smart Buildings February, 2024 Anomaly detection for MPC forecast in Fleet of Water Heaters December, 2023 Peak Reduction Using Mode Adjustment of Heat Pump Water Heaters in a Residential Neighborhood... November, 2023 Deep Reinforcement Learning Based Smart Water Heater Control for Reducing Electricity Consumption and Carbon Emission September, 2023 Ten questions concerning reinforcement learning for building energy management Journal: Building and Environment August, 2023 Pagination Current page 1 Page 2 Page 3 … Next page ›› Last page Last » View All Key Links ORCID
A Transfer Learning Strategy for Improving the Data Efficiency of Deep Reinforcement Learning Control in Smart Buildings February, 2024
Peak Reduction Using Mode Adjustment of Heat Pump Water Heaters in a Residential Neighborhood... November, 2023
Deep Reinforcement Learning Based Smart Water Heater Control for Reducing Electricity Consumption and Carbon Emission September, 2023
Ten questions concerning reinforcement learning for building energy management Journal: Building and Environment August, 2023