Does uniform convergence imply convergence of the integrals?
Boundedness of the maps and finiteness of the measure space are used to be sure that $\int_Xf_nd\mu$ and $\int_Xfd\mu$ are real numbers.
If the functions are not bounded, you may not be able to consider the absolute value of the difference. you might end up with infinity-infinity which is undefined.