Human learning involves multiple sources of information. Their ability to adapt to changes in the environment depends on having such multiple learning modes. In this paper, we extend an existing cognitive architecture to have three distinct learning modes, in an effort to test the hypothesis that multiple learning capabilities bring synergistic effect in the overall performance. We show experimental results in a simplified route generation domain.