mlsanityData to 7 Oct 2026

Human-centered In-building Embodied Delivery Benchmark

arXiv 2406.17898 ↗First posted 25 Jun 2024cs.RO cs.AIcited by 0

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Abstract (arXiv)

Recently, the concept of embodied intelligence has been widely accepted and popularized, leading people to naturally consider the potential for commercialization in this field. In this work, we propose a specific commercial scenario simulation, human-centered in-building embodied delivery. Furthermore, for this scenario, we have developed a brand-new virtual environment system from scratch, constructing a multi-level connected building space modeled after a polar research station. This environment also includes autonomous human characters and robots with grasping and mobility capabilities, as well as a large number of interactive items. Based on this environment, we have built a delivery dataset containing 13k language instructions to guide robots in providing services. We simulate human behavior through human characters and sample their various needs in daily life. Finally, we proposed a method centered around a large multimodal model to serve as the baseline system for this dataset. Compared to past embodied data work, our work focuses on a virtual environment centered around human-robot interaction for commercial scenarios. We believe this will bring new perspectives and exploration angles to the embodied community.

Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 49 of its 58 references that are in the map. First posted on arXiv 25 Jun 2024.

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49 of 58 references.

References · 49

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37 more
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