Context: CREATE TABLE table_23399481_2 (directed_by VARCHAR, us_viewers__in_millions_ VARCHAR)
Question: If the amount of U.S. viewers is 2.05 milliom, who was the episode directed by?
Answer: SELECT directed_by FROM table_23399481_2 WHERE us_viewers__in_millions_ = "2.05"