Reinforcement Learning-Based Energy Management of Smart Home with Rooftop Solar Photovoltaic System, Energy Storage System, and Home Appliances. - Sangyoon Lee 005; Dae-Hyun Choi (Sensors, 2019)

Energy Management of Smart Home with Home Appliances, Energy Storage System and Electric Vehicle: A Hierarchical Deep Reinforcement Learning Approach. - Sangyoon Lee 005; Dae-Hyun Choi (Sensors, 2020)

Privacy-Preserving Energy Management of a Shared Energy Storage System for Smart Buildings: A Federated Deep Reinforcement Learning Approach. - Sangyoon Lee 005; Le Xie 001; Dae-Hyun Choi (Sensors, 2021)

Federated Reinforcement Learning for Energy Management of Multiple Smart Homes With Distributed Energy Resources. - Sangyoon Lee 005; Dae-Hyun Choi (IEEE Trans. Ind. Informatics, 2022)

Three-Stage Deep Reinforcement Learning for Privacy-and Safety-Aware Smart Electric Vehicle Charging Station Scheduling and Volt/VAR Control. - Sangyoon Lee 005; Dae-Hyun Choi (IEEE Internet Things J., 2024)

Multilevel Deep Reinforcement Learning for Secure Reservation-Based Electric Vehicle Charging via Differential Privacy and Energy Storage System. - Sangyoon Lee 005; Dae-Hyun Choi (IEEE Trans. Veh. Technol., 2024)

Learning and Unlearning to Operate Profitable Secure Electric Vehicle Charging. - Sangyoon Lee 005; Dae-Hyun Choi (IEEE Trans. Ind. Informatics, 2024)

Optimal Scheduling of Multi-Storage Tank-Based Hydrogen Refueling Stations in Distribution Systems via Joint Power and Hydrogen Peak Shaving. - Md Mohaiminul Islam Mahin; Sangyoon Lee 005; Dae-Hyun Choi (IEEE Access, 2025)