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This is highly significant because it was one of the games that the Atari games that the original Deep Q learning model could not beat.


DQN is solving a model-free RL problem. This method is not. You're not allowed to reset states in model-free RL. If you have access to the model/simulator which allows you to reset, you might as well use a model-based method like MCTS.




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