Probably in New York somewhere. Bebop is probably stealing something expensive and shiny and replacing it with a facsimile made from some sort of candy. Rocksteady is either looking for a new shiny rare item to collect, organizing a shipment of weapons, or trying to find someone to pop like a blueberry.
Really, though, I think they're supposed to show up next episode or so, so...