recentf-initialize-file-name-history

recentf-initialize-file-name-history is a variable defined in `recentf.el'.
Its value is

t

Documentation:
Non-nil means to initialize `file-name-history' with the recent list.
If `file-name-history' is not empty, do nothing.

You can customize this variable.