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Machine-learning algorithms have to have large quantities of data. The techniques made use of to amass this data have elevated issues about privacy, surveillance and copyright.In reinforcement learning, the agent is rewarded once and for all responses and punished for undesirable ones. The agent learns to choose responses which might be categorized