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 being taught is highly expressed to states where it is not.