Strange roomba behavior

The Roomba was stopping after half a minute. I figured this was because his battery is over 1.5 years old. But after a reset, he does fine. I don't understand. I'm assuming he monitors the voltage from it (or possibly available current), gets hungry when it drops. So why does a reset help? What state does he maintain?