No, it is not possible to delete an account at this time.

 

In case you just want to have a new player account, you can uninstall the app and re-install it. That way, a new account will be assigned to you automatically. If you have connected your player account to Facebook, don't forget to disconnect it before uninstalling so that you can reconnect it later.