It looks like Michael Douglas and Catherine Zeta-Jones are working on their relationship both on and off screen. The couple, who are working on their marital issues after announcing their separation earlier this year, are reportedly searching for a new project to work on together.

Michael Douglas & Catherine Zeta-Jones Split: What Caused The Separation?  

According to the UK's Express Newspaper, Douglas says that working with his wife would be a "dream come true" and that he would like to find a project that their two kids Dylan, 14, and Carys, 11, can be a part of, too.

He said on Friday, "It's hard finding the right project and something we can bring along the kids to. But I really hope we can work together soon... I'd like to find something to do with her. It would be a dream come true because she's such a talent."

Michael Douglas & Catherine Zeta-Jones Relocating To New Jersey? 

Meanwhile, it looks as if Douglas and Zeta-Jones are looking to leave the hustle and bustle that is New York City for something a little quieter and in the suburbs. The couple is allegedly looking to move to the Hamptons with their children as they've been house hunting in the area.

According to Page Six earlier this month, Douglas and Zeta-Jones are rumored to be looking out east after they put their Bedford estate on the market for $8.1 million.

A source tells the site that the couple recently made plans for another visit to the Hamptons after they attended the July premiere of Douglas' movie And So It Goes in East Hampton. They've reportedly also been looking at other properties in the Westchester County area.