Make sure Epson Print Enabler is turned on in settings. I had issues with my epson printer at first, because from what I remember, I don't think this setting is turned on by default after installing the app. Why it's not turned on by default after installing the app, who knows.
Settings - More - Printing - Epson Print Enabler - On