{
  "id": 18448884,
  "title": "MOMASPLAT: Dynamic Novel-View Demonstration Augmentation for Mobile Manipulation",
  "url": "https://urgent.news/2026/11/05/momasplat-dynamic-novel-view-demonstration-augmentation-for-mobile",
  "topic": "finance",
  "section": "Finance & Markets",
  "published": "2026-11-05T17:50:35.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2611.08372v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Visuomotor policies trained through imitation learning are highly sensitive to changes in camera viewpoint. This is particularly problematic for mobile manipulation (MoMa), where robots rarely execute manipulation from the exact same base pose used during demonstration collection due to navigation uncertainty, localization drift, and environmental constraints. Recent approaches use novel-view…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}