most citedData-driven control of room temperature and bidirectional EV charging using deep reinforcement learning: simulations and experiments

54 citations · 57 across the 4 of their papers we have counts for

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cs.LG2021★ 54 cited

Data-driven control of room temperature and bidirectional EV charging using deep reinforcement learning: simulations and experiments

B. Svetozarevic, C. Baumann, S. Muntwiler +3

This work presents a fully data-driven, black-box pipeline to obtain an optimal control policy for a multi-loop building control problem based on historical building and weather da…