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ZeroMimic: Distilling Robotic Manipulation Skills from Web Videos

  • ZeroMimic is a system that generates immediately deployable image goal-conditioned skill policies for several common categories of manipulation tasks.
  • It uses large pre-recorded human video datasets demonstrating manipulation skills to distill useful robotic skill policies.
  • ZeroMimic is trained on the EpicKitchens dataset and can handle diverse objects and unseen task setups.
  • Software and policy checkpoints of ZeroMimic skill policies are released for plug-and-play reuse on other task setups and robots.

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