A **learning automaton** is a mathematical model used in the field of machine learning and adaptive systems. Essentially, it is an automaton that interacts with its environment in order to learn how to make decisions based on feedback received from that environment. Learning automata are particularly useful for optimization tasks and environments where the outcomes are uncertain.
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