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arXiv — cs.AI

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Learning to Report Unsafe Tasks in a Multi-Agent Game

When agents share a reward for completed tasks, reporting unsafe work can reduce the reporter's reward by stopping a task. Audits can make reporting optimal without ensuring that further training teaches a silent team to report. We study this learning problem in a game where any…

arXiv — cs.AIBy: Avyay M. Casheekar, Hariganesh TangiralaOctober 8, 2026 (Oct 8)
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AI Summary & Key Takeaways

  • When agents share a reward for completed tasks, reporting unsafe work can reduce the reporter's reward by stopping a task
  • Audits can make reporting optimal without ensuring that further training teaches a silent team to report
  • We study this learning problem in a game where any…
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Learning to Report Unsafe Tasks in a Multi-Agent Game

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