Before revision:  We introduce a new type of human input , in which the person guides the robot from areas of the state space where the feature she is teaching is highly expressed to states where it is not.
After revision:  We introduce a new type of human input in which the person guides the robot from areas of the state space where the feature she is teaching is highly expressed to states where it is not.