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Select skill for fine-tune #2

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linyuhongg opened this issue Apr 18, 2022 · 4 comments
Open

Select skill for fine-tune #2

linyuhongg opened this issue Apr 18, 2022 · 4 comments

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@linyuhongg
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Hi,

The paper states that during finetune the skill is searched through grid-search. However, in the code a fixed skill used, is that normal?
@amberxie88
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The grid search can/should be done in a separate file. The finetune file just finetunes the fixed skill

@sicko-mode-df
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Hi, have you got clear with this problem? I'm confused with this issue too.

@amberxie88
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Finetuning skill selection is not implemented in the CIC repository. However, we build off of the CIC repository and implement skill selection in Intrinsic Reward Matching (IRM): https://github.com/ademiadeniji/irm/blob/main/finetune.py#L303

Feel free to take a look for an example

@sicko-mode-df
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Thank you very much for your help, have a nice day!

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@amberxie88 @sicko-mode-df @linyuhongg