This is the first episode with Scott's father in it.
Isaac asks Peter if the last time he saw the Argents was when he killed Kate and they burned him alive; he has seen them at least once since then, though he didn't interact with them--they were all present at the final battle with the kanima in 2x12, "Master Plan."