The incident took place on Wednesday in New Delhi district's Tughlak Road area, police said.
The theft took place when the family of West Bengal-cadre IPS officer Rajesh Subarno was away to meet him in Imphal, where he is currently posted.
The matter came to light when their neighbours informed police after finding the lock of the main door of the house broken.