On an average How many times must I throw $r $ die with $N$ faces, such that I see all $N$ faces?

Question

For an $n$-sided die, the number of rolls needed, on average $n\log n$ for large n. For one die the question is here: "A Collection of Dice Problems" by Matthew M. Conroy.

What about $r$ dice?