Mohammad Shahidehpour

Integrating Large Language Models and Reinforcement Learning for Efficient Home Energy Management

The home energy management system (HEMS) has gained significant attention with the advancement of smart monitoring and Internet of Things (IoT) technologies. Data-driven approaches, particularly reinforcement learning (RL), have shown promise in learning HEMS scheduling policies through environment interaction but ofte...

Dynamic Programming-Based Non-Anticipative Approach for Multi-Stage Coordinated Optimal Dispatch of Electricity and Transportation Nexus