One guy here uses a stretch exercise band as a pretend partner, so the tension helps him hold his arms in place as if a person was there.
We have a couple of male dancers who, even though way outnumbered by women, still practice mostly by themselves. Every skater has to be able to do every step alone, which is why they skate without partners even when there are several ladies practicing without any partners at the same time.