Michael Carter, Jr. and Chelsea Hutchinson are wanted in connection with a shooting back in May.
Jaundell Walker was arrested on July 23rd.
Baton Rouge police say Hutchinson got in a fight with one of two women at a home on North Acadian.
They say she later returned to the house with Carter and Walker.
Carter allegedly pulled a gun.
Police say this all happened in front of two children.
Carter allegedly fired shots and hit one of the women twice in the leg.
The three then ran off.