Follow the instructions to install xrdp on Ubuntu, or compile from source, if needed (glyph bugs fixed in 0.99+)
Edit /etc/xdrp/sesman.ini to correctly configure the Xorg path.
echo "gnome-session" > ~/.xsession to correctly setup GNOME environment.