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    OCBench offers ‘human-like’ scripted policies for robotics research

    A post introducing the benchmark says it enables studies of behavior cloning and reinforcement learning with virtually unlimited data.

    Kevin ZakkaKZ
    Seohong ParkSP
    2 Sources, ,

    TLDR

    A post introducing OCBench says human demonstrations are expensive and less controllable, making robotics research difficult. It describes the new benchmark as providing ‘human-like’ scripted policies that enable scientific studies of behavior cloning (BC) and reinforcement learning (RL) with virtually unlimited data.

    Combined views

    3.8K

    2 Sources, first seen 2h ago

    Combined views

    3.8K

    2 Sources, first seen 2h ago

    151 likes
    2h ago
    first seen 2h ago
    151 likes
    10 comments
    72 saves
    18 reposts
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    10 comments
    72 saves
    18 reposts

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    2 Sources

    Seohong Park@seohong_parkDoing proper science in robotics is hard, because human demonstrations are expensive and less controllable. OCBench is a new benchmark providing "human-like" scripted policies. This enables scientific studies of BC and RL with virtually unlimited data!3h
    Kevin Zakka@kevin_zakkaRT @seohong_park: Doing proper science in robotics is hard, because human demonstrations are expensive and less controllable. OCBench is a…2h

    2 Sources

    Seohong Park@seohong_parkDoing proper science in robotics is hard, because human demonstrations are expensive and less controllable. OCBench is a new benchmark providing "human-like" scripted policies. This enables scientific studies of BC and RL with virtually unlimited data!3h
    Kevin Zakka@kevin_zakkaRT @seohong_park: Doing proper science in robotics is hard, because human demonstrations are expensive and less controllable. OCBench is a…2h