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English(EN) The Agent Use of Agent Beings: Agent Cybernetics Is the Missing Science of Foundation Agents

新框架“Agent Cybernetics”旨在为人工智能代理提供科学基础

一篇新论文提出将“Agent Cybernetics”(代理控制论)作为理解和开发高级AI代理的理论框架。作者认为,尽管基础代理越来越多地用于复杂、长期的任务,但其设计在很大程度上是经验性的。通过将经典控制论的原理映射到代理设计中,该论文引入了一个旨在确保这些代理的可靠性、持续运行和安全自我改进的框架。所提出的方法为代码生成和自动化研究等领域提供了具体的工程建议。 AI

影响 为开发更可靠、更安全的高级AI代理提供了理论基础。

排序理由 该集群包含一篇新学术论文,提出了一个AI代理的理论框架。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

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

新框架“Agent Cybernetics”旨在为人工智能代理提供科学基础

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该集群包含一篇新学术论文,提出了一个AI代理的理论框架。[lever_c_demoted from research: ic=1 ai=1.0]
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完整方法见我们的编辑标准。

报道来源 [1]

  1. arXiv cs.AI TIER_1 English(EN) · Shuyue Hu ·

    Agent Cybernetics Is the Missing Science of Foundation Agents: The Agent Use of Agent Beings

    LLM-based foundation agents that perceive, reason, and act across thousands of reasoning steps are rapidly becoming the dominant paradigm for deploying artificial intelligence in open-ended, long-horizon complex tasks. Despite this significance, the field remains overwhelmingly e…