If the door lock actuators (integrated into the door latch assembly) are noisy and/or not working, the latch should be replaced. For some model years, the actuator for the sliding door is available separately from the latch.
Car Problem Reports
Dodge Caravan New Latch Assembly Will Solve Noisy Power Door Locks
Dodge Caravan Problem