Is it possible to send an automatic email reply to people who submit a form, if they have given their email address on the form?

Yes, it is possible to send confirmation email to the users who completed your form. You just need to set up an Autoresponder email.

Here are some helpful guides:
Creating-a-Form-Autoresponder
Notification-Autoresponder-Email-Details

Hope that helps. Thank you.