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• Supervised learning

"Subervised Learning" ist, wenn man eine Maschine mithilfe von gelabelte Daten/Datensätzen trainiert. Dem Computer wird hierzu Beispiel Imput mit dem gewünschten Output dargestellt. Ziel ist es eine generelle Regel für das "mappen" von Input auf Output zugestalten.

• Unsupervised learning

Is the machine learning task of inferring a function to describe hidden structure from unlabeled data. No labels are given to the learning algorithm, leaving it on its own to find structure in its input.

"Unsupervisiertes Lernen" ist der Task

• Reinforcement learning

• Inspired by behaviorist psychology
• The algorithm learns by reward and punishment like a human
• Example: A computer program interacts with a dynamic
environment in which it must perform a certain goal (such as
driving a vehicle), without a teacher explicitly telling it
whether it has come close to its goal.
• Another example is learning to play a game by playing
against an opponent.