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Ferran Aran

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Conference Jun 2026

Using Data-Driven Simulation Models for Deep Reinforcement Learning Based HVAC Control

This manuscript summarizes ongoing doctoral research on control of building heating, ventilation, and air conditioning (HVAC) systems through deep reinforcement learning trained on data-driven simulators. The thesis investigates whether multivariate time-series forecasting models can act as reliable surrogates of physi...

Ferran Aran · 0 citations

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