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Reinforcement learning employs a simple concept we all understand from childhood. Remember receiving rewards for good grades or scolding for misbehavior? Those experiences shaped your behavior through positive and negative reinforcement. Like humans, RL agents learn for themselves to achieve successful strategies that lead to the greatest long-term rewards. This paradigm of learning by trial-and-error, solely from rewards or punishments, is known as reinforcement learning (RL). Unlike traditiona
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