Yes, Other Peafowl will visit your peafowl, or if your peafowl are free range, they may even go visit those peafowl. Its a risk that they may never return.
I know a lady who had 3 peahens show up for months. She could never find the owner. Asked around. Nothing. No one knew where they came...