Battery issue with Neato robot vacuum - fix by using only one replacement battery

For a few months I have been having trouble with my Neato vacuum saying there was a battery problem.  I finally bit the bullet and bought new batteries on amazon for it.  I put the new batteries in and it did not fix the problem.  I then put one battery in and used an old battery and it seems that the neato is now charging correctly.