Rewards-based learning is an approach to learning rooted in reinforcement theory. According to reinforcement theory, positive reinforcement is an effective way to promote desirable change in student behavior. Educators use positive reinforcement tactics like rewards and prizes in the classroom to teach new skills and encourage positive outcomes.