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    Simulation struggles with robot manipulation tasks

    Tweet shares video illustrating limits of simulated robot training.

    TB
    2 Sources, 27d ago, first seen 27d ago

    TLDR

    Timothy B. Lee posted that a three-panel looping video demonstrates why training robots on manipulation tasks in simulation transfers poorly to the real world. The middle clip in the video is presented as the key example. Lee links the clip to a recent article on robot data collection that describes efforts by startups to gather more real-world examples through methods such as free apartment cleanings, exoskeletons, and running many robots inside warehouses.

    Combined views

    11.2K

    2 Sources, first seen 27d ago

    Combined views

    11.2K

    2 Sources, first seen 27d ago

    45 likes
    45 likes
    2 comments
    13 saves
    3 reposts

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    2 comments
    13 saves
    3 reposts

    Sentiment

    Positive——Negative

    Summary

    Not enough discussion yet.

    No sentiment analysis available yet.

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    2 Sources

    @binarybitsThis is a great illustration of why training robots manipulation tasks in simulation (middle clip) doesn't work very well. From Kai's excellent new piece on robot data. https://www.understandingai.org/p/robot-startups-are-trying-everything

    2 Sources

    @binarybitsThis is a great illustration of why training robots manipulation tasks in simulation (middle clip) doesn't work very well. From Kai's excellent new piece on robot data. https://www.understandingai.org/p/robot-startups-are-trying-everything