Polarity is the same DCEP as for steel. You do have to change your gas, though. Aluminum can be welded with different polarity, it just depends on the process. The DCEP part of the AC cycle is what does the cleaning, so you get some of that in the MIG process. There is a big difference between using a consumable electrode like stick and MIG vs. a non-consumable electrode like TIG.
For MIG aluminum you can use DCEP and 100% argon, or an argon helium blend.
For TIG aluminum you can use AC, DCEP with argon, or DCEN with helium.
Long arc, short arc, heliarc and in-the-dark!