Sounds like you're on the right track to me. Entry level arrows to start with would be 1716 aluminum arrows, that come with a glued in point. If you buy the complete arrow, be sure to get ones that have feathers and not plastic vanes. Recurves are subject to limb twisting, so if there is anyone you know who could check this out for you, or a nearby archery shop, it would be a good idea to have the bow looked over. If there is an archery class you could attend, it would help get you off on the right foot.
Probably before too long, you will want to move up to another bow, maybe a 40-45#, but the Polaris would be good to hang onto for use by guests or relatives. When you move up, you can inquire about carbon arrows, and we can advise you based on what bow you get, but for now, the 1716's should do fine.