Part 2/10:
In passive settings—characteristic of unsupervised learning—the learner is simply reacting to data without influence over future observations. In contrast, active learning involves an agent that interacts with its environment, potentially influencing the data it encounters. The distinction of whether a signal comes from a teacher or if the system is operating on intrinsic motivation also adds layers to the learning paradigm.