Pilot lights, but main burners don't on furnace with no flame sensor
There is a thermocouple, the thing that is glowing red in the pilot light that tells the furnace the pilot lit.
If that is bad it will continue to try to light the pilot. They are not real expensive but that would be the first thing to replace.