The incident happened on Walnut Tree Gardens at around 1.45pm on Wednesday May 26.
Nothing was taken apart from a coat which was dropped when the suspects fled.
Police are working hard to trace those involved and have today released an image of a man they wish to speak to in connection with the incident.
Detective Sergeant Jon Kerry, of Nottinghamshire Police, said: “If you recognise the man pictured, please do not hesitate to get in touch with us as we feel he may have information that could help our investigation.
“It is deplorable to think anyone would do this and we are working hard to trace those responsible so we can take appropriate action.”
A man has already appeared in court in connection with this incident. Mudasser Ismail, 18, of Sneinton Dale in Nottingham, is charged with aggravated burglary and two counts of possession of a class B controlled substance.
He was remanded into custody after appearing at Nottingham Magistrates' Court on May 28 and will next appear at Nottingham Crown Court on August 27.
Anyone with any information should contact Nottinghamshire Police on 101 quoting incident number 397 of 26 May 2021.