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1. Introduction Artificial intelligence has become the frontier of human exploration [1] and it has been widely applied into different scenarios. With more complicated problems wish to be solved by artificial intelligence, reinforcement learning is noticed. In the process of reinforcement learning, the agent optimize its policy through the award or punish obtained form different interactions with environment under different states.
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