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arXiv Robotics — research abstracts· Qinhong Zhou, Riley Zong, Chunru Lin, Diyi Hu, Shivraj Singh Bhatti, Hongxin Zhang, Lin Qiu, Hanqing Zeng, Chuang Gan·· 2 days agoSignalEditorial score75

HARP-Bench: Benchmarking Robot Manipulation Around Active Humans

HARP-Bench: Benchmarking Robot Manipulation Around Active Humans

Summary

This research introduces HARP-Bench, a benchmark designed to evaluate robot manipulation policies in workspaces shared with active humans.

Editorial context

The paper introduces HARP-Bench, a new benchmark for evaluating robot manipulation policies in workspaces shared with active humans, organized into four conditions (Cueing, Contribution, Interruption, Co-presence) and supported by simulation training demonstrations and initial real-world validation on one task family.

Source: arXiv Robotics — research abstracts · Read original article ↗

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What the source reports

Publisher-reported claims, with original evidence. These results have not been independently verified by RoboSignal.

What remains unknown

Dataset licensing and commercial-use rights are not established here.

Source excerpts and review record

Automatically extracted; no manual editorial approval recorded.

A real-world study on one task family shows improved performance under human contribution, but not interruption, providing initial evidence of the data's utility and identifying limits of transfer. Code is available at https://github.com/UMass-Embodied-AGI/harp.

Open source S6

Implications for data suppliers

RoboSignal interpretation and collection questions, not statements of buyer demand.

  • Confirm the required data type and collection setting with the buyer; this source does not establish a complete collection specification.
  • Validate demand and acceptance criteria with a buyer before scaling. Publication, popularity and a research result do not establish a purchase commitment.

Source:arXiv Robotics — research abstracts · arxiv.org

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