No, chocolate should not be kept in the fridge. Moisture in the fridge can also lead to “sugar bloom,” which means the sugar rises to the surface and discolours the chocolate, which has no effect on flavour but doesn't look too appealing. So instead of the fridge, store it in a cool, dry place.