{
  "id": 19301763,
  "title": "Bridging Task Planning and Execution for Language-Conditioned Bimanual Manipulation",
  "url": "https://urgent.news/2026/11/09/bridging-task-planning-and-execution-for-language-conditioned",
  "topic": "ai",
  "section": "AI",
  "published": "2026-11-09T13:43:11.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2611.12409v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Robots are increasingly expected to execute natural-language manipulation tasks in real-world environments. This is particularly relevant in household assistance and logistics, where clutter requires reasoning about both task objectives and execution feasibility. This challenge becomes even more pronounced for bimanual humanoid platforms, where coordinating two manipulators introduces additional…",
  "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."
}