In the summer of 1863, Robertson led his brigade into Pennsylvania during the Gettysburg Campaign.
In September, along with the rest of Lt. Gen. James Longstreet's corps, Robertson and the Texas Brigade were moved to Tennessee to reinforce the Army of Tennessee, fighting with distinction at Chickamauga.