Since the system strategies are evaluated and adapted based on the analysis of these simulated dialog behaviors, we would expect that these behaviors are what we are going to see in the test phase when the systems interact with human users.
for automatically learning dialog strategies, it is not clear how realistic versus how exploratory (Singh et al., 2002) the training corpus should be.