English(EN) WorldMirror: Agentic Real-to-Sim Generation of Interactive Worlds from In-the-Wild Robot Demonstrations

WorldMirror框架从机器人演示中创建交互式数字孪生

作者 PulseAugur 编辑部 · [1 个来源] · 2026-10-26 04:00

研究人员开发了WorldMirror，一个新颖的框架，旨在从机器人演示中创建真实世界环境的交互式数字孪生。这个代理式系统使用一个编码代理来分解场景、规划重建步骤并采用专门的生成工具。通过迭代地改进可执行的世界程序并利用相机姿态锚定的场景表示，WorldMirror确保了机器人交互和轨迹回放的视觉保真度、几何一致性和物理有效性。使用DROID数据集进行的实验表明，它在生成准确且交互式的模拟世界方面非常有效。 AI

影响通过自动化从真实世界数据创建逼真的模拟环境，实现了更具可扩展性和多样性的机器人训练。

排序理由该集群包含一篇详细介绍机器人模拟新框架的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.CV 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。我们如何撰写摘要 →

本文如何被排名

Signal score: 12 / 100; Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket: Tool; 该集群包含一篇详细介绍机器人模拟新框架的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]
Source corroboration: Single-source cluster; Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics: paper, product, infra; Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance: High; Clearly on-topic for AI-industry coverage.
Story freshness: Same-day; Cluster formed today. Ranking reflects the current source set at time of score.

完整方法见我们的编辑标准。

报道来源 [1]

arXiv cs.CV TIER_1 English(EN) · Tianling Xu, Weijie Wan, Honghao Su, Kailun Su, Junyuan Tang, Huichi Zhou, Haozheng Zhang, Qi Xiong, Ping Luo, Wenbo Ding, Tianxing Chen, Yue Chen · 2026-10-26 04:00

WorldMirror：从野外机器人演示中生成交互式世界的代理实景到模拟生成

arXiv:2610.31834v1 Announce Type: cross Abstract: Existing approaches for robot learning in simulation often require substantial manual effort to construct scenes and specify tasks, limiting training scalability and data diversity. Meanwhile, in-the-wild robot demonstrations natu…

本文如何被排名

报道来源 [1]

WorldMirror：从野外机器人演示中生成交互式世界的代理实景到模拟生成

相关实体

相关话题