The Adult Learning Theory Infographic explores Malcolm Knowles’ Adult Learning Theory, the Assumptions of Adult Learners and Andragogy Principles. Summary: Andragogy refers to a theory of adult learning that details some of the ways in which adults learn differently than children. For example, adults. As designers of learning for corporate environments, we often use the phrase “adult learning theory” to describe the principles that underlie our work. What do .