Therefore, our results suggest that if an expert is available for designing a user simulation when not enough user data is collected, it may be better to handcraft the user simulation than training the simulation from the small amount of human user data.
it is another open research question to answer how much data is enough for training a user simulation, which depends on many factors such as the complexity of the user simulation model.