Pick-and-Place and Bin Pushing Datasets
收藏arXiv2025-09-30 收录
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https://sites.google.com/view/one-shot-hil
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资源简介:
该数据集包含了针对抓取和放置任务以及推桶任务的原始演示,旨在通过视频演示来促进机器人任务的训练和元学习。数据集中包含了多种纹理和物体位置随机化,以创造多样化的训练场景。规模上,该数据集拥有1800个抓取和放置的原语以及56个推桶演示。任务目标是,从单一视频演示中学习复合视觉运动任务。
This dataset contains raw demonstrations for grasping-and-placing tasks and bucket-pushing tasks, aiming to facilitate robot task training and meta-learning via video demonstrations. It incorporates randomization of multiple textures and object positions to create diverse training scenarios. In terms of scale, this dataset includes 1800 grasping-and-placing primitives and 56 bucket-pushing demonstrations. The task objective is to learn complex visuomotor tasks from a single video demonstration.



