Joe Jonas was seen spending time with his two kids, Willa and Delphine, in New York City on Monday.

The rapper was photographed carrying his three-year-old and 15-month-old children in a fantasy pram outfitted with a pink and gold carriage for Halloween, according to Dailymail.com.

Joe was dressed for the occasion in a brown leather jacket, a blue sweater, and a pair of trousers.

Joe and Sophie reached a temporary custody agreement earlier this month, and on Tuesday, the former couple published a statement revealing their new arrangement amid their divorce battle.

According to the court document obtained by the outlet, the new custody agreement will “grant each parent two weeks at a time with their daughters and will allow the girls to travel back and forth between the US and UK.”

“After a productive and successful mediation, we have agreed that the children will spend time equally in loving homes in both the U.S. and the UK,” said a statement released by the mediators.

“We look forward to being great co-parents,” the former couple stated.

Joe and Sophie will reportedly have two weeks with their kid until January of the following year.

Meanwhile, the girls will be permitted to travel throughout the United States and the United Kingdom.