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How to get the results of Figure-3 (turns to capture) from the paper #24

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kailashg26 opened this issue Aug 24, 2023 · 3 comments
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@kailashg26
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Hi,

Thanks for the implementation and wonderful work. I was trying to run the IDDPG with a simple tag and trying to observe the result. Can you help me understand how the Fig-3 is plotted in the paper? Is it that you check the entropy, or is there any other term I'm missing here?

Also, I have another question: what should we do to observe the training progression on the terminal instead of saving it? Can you also provide a command to monitor the training process?

Thanks,

Kailash

@Xiyou521
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Xiyou521 commented Jan 8, 2024

Hello, may I ask if you have converged the environment when running "simple_spread"? I am unable to converge when running this environment.

@hsvgbkhgbv
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hsvgbkhgbv commented Jan 8, 2024

The result should display zig-zag and the plot in the paper just shows the smoothed curve. Hope this can help you!

@Xiyou521
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Xiyou521 commented Jan 8, 2024

I'm sorry to trouble you again. The problem I encountered was not smoothness, but rather the non convergence of rewards, and the values of "Action Loss, Value Loss, Entropy" also fluctuated greatly. I haven't made any changes to the parameters, I just modified the expression of success, which shouldn't involve any policy update issues. I really want to restore your code. Do you still want to save the original code data?

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