Kate Bosworth & Michael Polish: Laughing Lovers!

Kate Bosworth and her fiance Michael Polish walk arm in arm on Tuesday morning (October 23) while on a stroll through New Orleans, La.

The 29-year-old actress and her fiance tried to give each other a high five during their walk, but missed and let out some big laughs.

PHOTOS: Check out the latest pics of Kate Bosworth

The couple is currently in New Orleans while Kate works on her new film Homefront, in which she plays the meth addicted sister of a drug lord, played by James Franco.

FYI: Kate is carrying a Jerome Dreyfuss bag.