A decision-pretrained transformer that controls HVAC dampers in-context reduced simulated annual energy use by about 31% versus a fixed baseline in one unseen building.
On the joint control of multiple building systems with reinforcement learning
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HVAC-DPT: A Decision Pretrained Transformer for HVAC Control
A decision-pretrained transformer that controls HVAC dampers in-context reduced simulated annual energy use by about 31% versus a fixed baseline in one unseen building.