In our future work, we are interested in relaxing these assumptions and evaluating our proposed method on actual real-world deployments with real users.
in our proposed method, we also have a classifier C that takes as input the dialog state vector s and makes a decision on whether to use the model to respond to the user or to transfer the dialog to a human agent.