Jude states clearly that fallen angels made a choice; they "did not keep their own domain" and "abandoned their proper abode."
"And angels who did not keep their own domain, but abandoned their proper abode, He has kept in eternal bonds under darkness for the judgment of the great day," (Jude 1:6)