Capacitors don't charge up all of a sudden, when connected to a voltage source. It takes a definite time to become fully charged and it charges in an exponential manner

As a capacitor charges to full, the current across it decreases to zero.
As a capacitor discharges to empty, the current across it maximizes.

This will be properly studied much later using the laplace transform