新系统在多智能体AI系统中强制执行智能体角色

作者 PulseAugur 编辑部 · [1 个来源] · 2026-11-03 04:57

研究人员开发了智能体轨迹控制（ATC）这一新方法，用于在多智能体AI系统中强制执行角色合同。ATC将每个智能体的职责形式化，并监控其输出，以防止“角色漂移”，即智能体可能越权执行其指定功能。该系统旨在通过确保智能体遵守其特定角色来提高任务性能和一致性，尤其是在更大、更复杂的团队中。 AI

影响通过防止角色混淆，增强了多智能体AI系统的可靠性和性能。

排序理由详细介绍多智能体系统新方法的论文。[lever_c_demoted from research: ic=1 ai=1.0]

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

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arXiv cs.MA (Multiagent) TIER_1 English(EN) · Sumit Kumar Jha · 2026-11-03 04:57

ATC：黑盒多智能体系统中用于角色契约执行的智能体轨迹控制

Multi-agent LLM systems assign different responsibilities to different agents: one plans, another retrieves evidence, another verifies, another executes. This division of labor is only meaningful if each agent stays within the functions it is authorized to perform. Over many turn…