What effect might you observe in the cost function plot when implementing learning rate scheduling compared to a constant learning rate?

A$)$ The cost may decrease more smoothly and potentially reach a lower final value.

B$)$ The cost function will always show a linear relationship with epochs.

C$)$ The cost will typically increase as the learning rate decreases.

D$)$ No change in the behavior of the cost function is typically observed.