As best I recall, it grew back because his body was tainted with the same stuff that brought either Damian or Bruce Wayne back to life. Boy, if there’s a comic that would benefit from fewer sci-fi elements, this is it!
I do t really follow DC, but this Kotaku article about the next issue of Batman gives a quick synopsis of what’s been going on lately, and includes spoilers about the Joker’s current situation.