Pretty much. Just so long as it has 4G RAM and basic gaming level graphics.
When I get my new rig this summer I'm going to get a comp with an Intel i7 3rd gen, which I have heard has pretty good onboard graphics. I don't have the budget to get an actual good gaming graphics card, but I think that the integrated will work alright.