I don't know what I think about music made for video game soundtracks but frankly at the end of the day it is music. And in this case brand new music from Black Rebel Motorcycle Club and it is awesome. You can hear the track here. 
BRMC bassist Robert Been tells Rolling Stone, "The developers of the game contacted us to see if we were interested in the project. We've never worked with video game developers before and figured it would be a different kind of challenge." 
The soundtrack, Batman: Arkham City, also features the likes of the Duke Spirit and the Raveonettes.