The aim of this review was to get insight into the impact of learning behaviors on innovative behavior in work teams. We addressed this issue by carrying out a systematic literature review. Thirty-one articles that reported studies on learning and innovation development in work teams were included in the review. By integrating the correlational findings of the original studies, we found that, at large, all investigated team learning behaviors had an effect on aspects of team innovative work behavior. Concerning specific team learning behaviors, sharing, team reflection, and team activity had the strongest impact on teams’ engagement in innovation development. A central conclusion is that learning and innovation development are mutually dependent aspects of teamwork and that fostering one aspect will also be beneficial for the other. Based on our findings, we draw practical implications for fostering team development through enhancing learning behaviors and innovative work behavior in teams.