Is Samsung Rewards the same as "Samsung Account" on Samsung.com?

No. Your Samsung account alone does not qualify you for Samsung Rewards loyalty benefits. You must have a Samsung account and sign up for Samsung Rewards by agreeing to the Terms of Service.