Why not invade another country to rob their money?

Interesting topic came up at a random conversation in school today. Country A will invade country B to rob their art gallery, industry, precious metal, but never their domestic currency? Ever wondered why?
That's because country B's currency would be utterly devalued on the international market during the invasion that the domestic currency would be equivalent to piles of paper.