Yes. Player FM is designed to run nicely in most modern smartphone and tablet browsers, including iPhones, iPads, and many Android devices. Just point your web browser to https://player.fm and you're good to go.
On modern Android and iOS devices, you can even control playback from outside the browser. (On Android, there's a playback notification; on iOS, the standard system audio controls will work.)