This is as simple as setting up maps for Joomla as it gets.
On Joomla 1.5 RC2, I initially had problems getting maps appear in articles. I had no problems in the frontpage and blog views of the article. But the articles just showed a blank space for the map. I wrote for support and the problem was solved after 3 or so prompt email exchanges. Thanks Mike.