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M. A. Attia

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Aug 2026

Enhancing energy management in multi-zone buildings using the on-policy reinforcement learning algorithm SARSA

This work investigates a coupling-aware, decentralized formulation of the on-policy SARSA (State–Action–Reward–State–Action) algorithm for real-time HVAC control in multi-zone open-plan offices and indicates that the approach is computationally compatible with resource-constrained building energy management system (BEM...

M. A. Attia, M. A. Abdelaal, E. Sallam · 0 citations

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