No significant difference is observed among the trained and the handcrafted simulations when comparing their generated corpora on corpus-level dialog features as well as when serving as the training corpora for learning dialog strategies.
the simulation trained from all available human user data can predict human user actions more accurately than the handcrafted simulations, which again perform better than the model trained from half of the human user corpus.