Cognitive Learning Theory emphasizes the role of mental processes in understanding how people learn, focusing on the inner activities of the mind such as thinking, memory, knowing, and problem-solving. It suggests that learning is an active, constructive process where learners build on their prior knowledge through cognitive processes, rather than passively absorbing information.