Elsayed Abd Elhameed Sallam

Enhancing Energy Management in Multi-Zone Buildings Using the On-Policy Reinforcement Learning Algorithm SARSA

THVAC systems in commercial buildings, particularly open-plan offices, account for substantial energy use. Thermal coupling between adjacent zones complicates control, while conventional rule-based and model-based approaches may not adapt effectively to changing occupancy and environmental conditions. Deep reinforcemen...