Rewards are a way of giving something back to your contributors. Not every project has rewards, or has to have a reward, but those that do let their audience share in the project experience.
Examples include … a book, personalised art, an album, a hug, etc.
Choosing a reward also isn’t compulsory for contributors and they are welcome to simply donate to a project without claiming a reward.