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Convergence generally means that a sequence of a certain sample quantity approaches a constant as the sample size tends to infinity. Convergence is also a property of an iterative algorithm to stabilize on some aim value.

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Loss not decreasing but performance is improving

I am training a custom implementation of DQN on the SpaceInvaders environment from OpenAI gym. The episode reward keeps increasing and approximately reaches the maximum episode reward that DQN achieve …
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