This is the dataset for a paper that analyses the use of imitation learning for controlling heat pumps. The dataset includes the input time series data used in the simulations. Further, we added the experiments' outcomes and resulting load profiles to the dataset. There is a txt file in each main folder with the name "Information" that describes the data in more detail.