How do I know if he really likes me or if he's just a player?

You're doing the right thing, hard to get, the only way to find out if he's for real is to make him wait, if you see him on a few occasions without it ending in and he's still wanting your company, then you may be onto something, if he looses interest then he was just after a quick root