I had this happen once one of mine and swapped the battery with another remote fixed it straight away. I left the battery out for a while and put it back in and haven't had an issue since.
If I haven't used it for a while it and might take a couple of pushes to wake the remote up so it might be an issue with reconnecting to the mesh again that is doing it.
