Rebel gives you the possibility to decide whether or not Rebel will learn from its mistakes (see Book learning. When book-learning is activated the book learning after many games will cause Rebel to use a small opening library.
This option will clear the book learning files and make Rebel play again from its original book without knowledge of former games.