Ask the HR Girl: Are Hourly Employees Paid While Attending Seminars?

Dear HR Girl,

There is a seminar or training that my non-exempt direct reports can attend if they want to.  It is not required but it will be helpful in their position because it is job related.  Do I have to compensate them for the time they are attending the training or seminar?