The offence is said to have taken place between 2:45 and 3:30 on Sunday afternoon.
Vehicles in Rosemary Lane, The Bence, and in The Red Lion car park were damaged.
Officers would like to speak to anyone who witnesses this incident or who many have CCTV or dashcam footage.