I had the same problem. After reading the man supervisorctl manual I realized the default file is /etc/supervisord.conf which in ubuntu is at /etc/supervisor/supervisord.conf. I created a symlink using:
sudo ln -s /etc/supervisor/supervisord.conf /etc/supervisord.conf
This fixed my problem.