I've seen both inaction and action from Getai, Luso and Casse. I think it depends on a crucial win/loss seige early on, maybe a battle that is 50:50 goes the wrong way for them and they get stuck for ages.

I've noticed that the AI tends to seige cities with an army that is even or close to the garrison, though if there is nothing else they will zerg it.