Mills was outrighted Tuesday to Triple-A Louisville, Charlie Goldsmith of The Cincinnati Enquirer reports.
Mills passed through waivers unclaimed after being designated for assignment by the Reds on Sunday. He is off the 40-man roster but will remain part of the organization for now.