Test your batteries when you put them in and when they come out, and state here what the voltage is.
Something is odd.
I believe the remote acts up when they get below something like 1.2 volts (each)? I forget exactly but I have tested mine for reference.
I've gotten stale batteries that did not last.
If your batteries going in aren't really fresh, they maybe have you searching for a problem.