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Comments (6)

vitchyr avatar vitchyr commented on June 16, 2024 1

Split by exp_name or unique_id.

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vitchyr avatar vitchyr commented on June 16, 2024

Thanks for catching the bug. The example script is now fixed (see 9803d09) so that it runs.

I'll test it a bit more on my end and see if I get similar results. I also emailed the HER authors to see if they have suggestions, and will update accordingly.

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richardrl avatar richardrl commented on June 16, 2024

In my experience the reacher will usually end up working with the default settings in that script, but it may take many more epochs than the screenshot in the HER Readme. However, the other tasks I have not gotten to work

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vitchyr avatar vitchyr commented on June 16, 2024

I just ran 5 seeds of the example script and got the following results:
image
So while the variance across seeds might be high (one seed fails completely, the others 4 succeed), I'm going to close this issue since it seems to be working.

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richardrl avatar richardrl commented on June 16, 2024

@vitchyr Hey vitchyr how do you get the plots to separate as individual lines per seed versus accumulating as variance shading over one line?

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patrickcho168 avatar patrickcho168 commented on June 16, 2024

The comments at the top of the HER scripts are confusing ("This should results in an average return of ~3000 by the end of training."). I think they aren't meant for the environments in the script?

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