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Paper · arXiv

AdCoEvo: A Co-Evolving Multi-Agent Advertising Delivery System

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 and budget allocation, but they still rely on human operators for overall coordination, making it difficult to support large-scale operations. They also often fail to achieve optimal performance, and individual experience remains difficult to turn into reusable operational capabilities. In addition, as advertising markets change, advertising delivery systems need timely strategy updates to remain effective in dyn...

AuthorsTianzhu Hu, Hang Yu, Zeyuan Zhao et al.
Primary categorycs.AI
Published14 October 2026
Last updated at source14 October 2026
cs.AIcs.IRcs.MA
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