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Why does shifting all the rewards have a different impact on the performance of the agent?

Our paper 'Exploit Reward Shifting in Value-Based DRL' answered this question. In the case mentioned, using a negative shift will lead to explorative behaviors, therefore the DQN agent has better ...

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