I get those too. At first I thought they were contractions but at L&D, they were measuring as an irritable uterus on the monitors. Tylenol or a warm bath usually helps me.
I've been getting those since 35 weeks, I'll be 40 weeks tomorrow. My experience it's very normal and can't really do much about except take a hot bath.