I had that happen over the holidays, only at night and only in front of my house. I ran in and grabbed my 2nd remote which I have only used a handful of times, and it wouldn't work either.
Strangely enough I think it was some sort of interference. It seemed to coincide with my neighbors Christmas lights being on. Hasn't happened since the holidays.