droid-dataset / droid_policy_learning

DROID Policy Learning and Evaluation
MIT License
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Can the policy trained be evaluated on simulation environments? #17

Closed YY-GX closed 6 months ago

YY-GX commented 6 months ago

Hey, I don't have a Franka Robot for now, so can the policy trained with DROID be applied to some simulation environments (e.g., robomimic)? Thank you a lot if you could help :)

kpertsch commented 6 months ago

Thanks for the interest in our work! We haven't tried using DROID data for sim evaluation -- one thing that could be reasonable to try is co-training between a small dataset from your simulator and DROID -- I think going 0-shot from DROID to eval in a non-visually-realistic simulator like robomimic has little hope of success.

YY-GX commented 6 months ago

Gotcha! Thank you!!