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Please explain the concept of reinforcement learning.

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Reinforcement learning is a type of learning in which an agent  often a computer  learns by receiving feedback in the form of rewards or punishments. It is based on the idea that rewards encourage behaviour that lead to positive outcomes, while punishments discourage behaviour that lead to negative outcomes.

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