artificial intelligence system are frequently used to solve various problems in our daily lives. However, these systems requre problem-specific big data to ficilate their learning process, Unfortunately, for unknown environments, we propose a novel hybrid learning system that facilitates collaborative learning between humans and artificial intelligence system. In this study, we verified that the proposed system accelerated the both humman and machince learning by employing a simplified color design task.