I turned the calendar off, which got rid of the 2 invitations I had. Then I turned it back on, which gave me a notification for the events. I then selected the invitation from the notifications drop down, and it brought me directly to the invitation so I could accept or decline it. After that, it started working again.
Must have been a problem with the specific invitation.