Active Experimentation is a stage in Kolb's experiential learning cycle where learners apply new ideas and test them in real-world situations, facilitating learning through direct experience and reflection. This process encourages adaptability and problem-solving skills by allowing individuals to assess the outcomes of their actions and refine their approach based on feedback.