Robotics paper index

Towards Robust Prehensile Manipulation in Open-Ended Environments

2026-10-05 · arXiv: 2610.06376

One-line summary

A robotics research paper on Towards Robust Prehensile Manipulation in Open-Ended Environments.

Engineering notes

Engineering notes will be added by the Robot Papers editorial team.

Chinese explanation / 中文解读

中文解读待补充:本站会优先为 VLA、具身智能、人形机器人控制、机器人操作等高价值论文补充中文说明。

Original abstract

We propose to use Quality-Diversity (QD) algorithms to solve robotic prehensile manipulation tasks in open-ended environments. Our approach enables the efficient discovery of a wide range robust grasp configurations, which serve as reliable starting points for generating diverse prehensile manipulation trajectories on articulated objects. The resulting diversity in manipulation behaviors enhances generalization and adaptability, enabling effective deployment continuously evolving open-world settings.

5.0Engineering value
7.0Research novelty
4.0Business relevance

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