Person with an irrational urge to take things (12)
I believe the answer is:
kleptomaniac
(Other definitions for kleptomaniac that I've seen before include "Motiveless thief" , "A man to pickle (anag) - one with an urge to steal" , "Obsessive thief" , "Compulsive thief" .)