I used to use canned air, but they eventually stopped caring.

The room where I spend most of my time and they get up to most of their shenanigans is pretty long across so, unless I used a super soaker, I’m not sure I could hit them with water.

I have occasionally thrown something soft - like a pillow, I have no desire to issue actual corporal punishment - in their direction. That’s gotten mixed results.