During the Maryland Campaign, General Cadmus Wilcox's division was added to Anderson's command.
During the Battle of Chancellorsville in May 1863, while operating away from Longstreet's command (because Longstreet was on detached duty near Suffolk, Virginia, at the time), Anderson pressed the Union left while Lt. Gen. Thomas J. "Stonewall" Jackson attacked the right.