Hallah Shahid Butt
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2026
Explainable Data-driven Deep Reinforcement Learning Methods for Optimal Energy Management in Buildings
This paper proposes an Explainable Deep Reinforcement Learning (XRL) framework to optimize energy management in complex buildings, demonstrating that on-policy algorithms provide superior cost reduction while offering transparent decision-making insights.
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