I'm having the same issue. It's a minor annoyance so I haven't opened a support case on it. schwin97 if you do and get an answer about this please let me know.
As ccamlin stated deleting the schedule (not the report, just the schedule) and re-creating it will stop the behavior temporally. Would be nice to get a better idea of what is causing it so that it can be avoided if that's possible.