Evaluating Home Energy Management Systems in a Real-World Smart Home Testbed: Insights from Comparing Simulation and Practical Deployment

A real-world testbed called HomeLabGym is introduced to ease the deployment and evaluation of innovative Home Energy Management System (HEMS) controllers, particularly those based on reinforcement learning, in a controlled smart home environment.