{
  "id": 14635,
  "url": "https://www.frontiersin.org/articles/10.3389/frobt.2026.1836165",
  "title": "Feedback modalities in human-cobot collaboration: experimental evaluation of performance, user experience, and physiological responses",
  "summary": "Collaborative robots (cobots) are increasingly deployed in industrial as well as non-industrial domains to support human-centered operation. While physical safety and task efficiency have received considerable attention, less is known about how feedback modality influences operator experience and physiological responses under different collaboration demands. This study examines the effects of feedback modalities in two human–cobot collaboration scenarios representing distinct coordination struct",
  "authors": "Amir Biton",
  "category": "research",
  "topics": "agents-autonomy",
  "orgs": null,
  "regions": null,
  "published_at": "2026-07-30T00:00:00.000Z",
  "fetched_at": "2026-07-30T05:10:24.387Z",
  "source_slug": "x-frontiers-in-robotics-and-ai",
  "source_name": "Frontiers in Robotics and AI",
  "source_homepage": "https://www.frontiersin.org/journals/robotics-and-ai",
  "ethics_ai_record_url": "https://ethics.ai/record/14635",
  "original_url": "https://www.frontiersin.org/articles/10.3389/frobt.2026.1836165",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}