Traffic is being diverted off of I-43 southbound at the Marquette Interchange.
The estimated delays are two hours.
Traffic is being diverted onto I-94 westbound.
Click here for an alternate route.
The Milwaukee County Sheriff's Office says they closed the freeway due to a report of gunfire on the freeway.
The freeway reopened at around 3:15 p.m.