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English(EN) AdCoEvo: A Co-Evolving Multi-Agent Advertising Delivery System

AdCoEvo系统通过协同进化的智能体实现广告投放自动化 · 追踪到2个来源

作者 PulseAugur 编辑部 · [2 个来源] ·

研究人员推出AdCoEvo，一个新颖的协同进化的多智能体系统，旨在自动化整个广告投放流程。该系统旨在克服当前方法的局限性，这些方法通常需要人工监督，并且难以适应动态市场条件。AdCoEvo通过在多智能体框架内实现角色专业化来达到此目的，从而能够通过实际结果的相互反馈和模型更新来持续改进投放策略。实验表明，与基于规则的基线和固定参数的多智能体系统相比，AdCoEvo显著提高了广告商的价值并降低了每次获取成本。 AI

影响 自动化复杂的广告业务，可能提高数字营销工作的效率和回报。

排序理由 该集群描述了在arXiv上发表的一篇研究论文中提出的一个新系统。

在 Hugging Face Daily Papers 阅读 →

AI 生成摘要 · Google Gemini · 来自 2 个来源。 我们如何撰写摘要 →

AdCoEvo系统通过协同进化的智能体实现广告投放自动化 · 追踪到2个来源

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该集群描述了在arXiv上发表的一篇研究论文中提出的一个新系统。
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报道来源 [2]

  1. arXiv cs.MA (Multiagent) TIER_1 English(EN) · Songlin Hu ·

    AdCoEvo：一个协同进化的多智能体广告投放系统

    Digital advertising is an important means for platforms to reach potential users and drive business growth. Advertising delivery is the core link between marketing objectives and actual returns. Existing methods have achieved partial automation in individual tasks such as bidding…

  2. Hugging Face Daily Papers TIER_1 English(EN) ·

    AdCoEvo：一个协同进化的多智能体广告投放系统

    Digital advertising is an important means for platforms to reach potential users and drive business growth. Advertising delivery is the core link between marketing objectives and actual returns. Existing methods have achieved partial automation in individual tasks such as bidding…

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