新理论模拟大规模多智能体系统中的联盟动态

作者 PulseAugur 编辑部 · [2 个来源] · 2026-06-27 09:17

本文介绍了一种分析大规模多智能体系统中联盟动态的新理论。它扩展了诸如Aumann-Shapley值之类的概念，以模拟智能体如何决定加入、退出或留在联盟中。该研究建立了均衡条件并证明了向这些状态的收敛，统一了各种博弈论框架。 AI

影响该研究为理解复杂的智能体交互提供了一个理论框架，可能适用于涉及多智能体协调的AI系统。

排序理由该集群包含一篇发表在arXiv上的研究论文。

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

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arXiv cs.AI TIER_1 English(EN) · Quanyan Zhu · 2026-06-30 04:00

连续合作博弈中的退出-加入动态与均衡

arXiv:2606.28824v1 Announce Type: cross Abstract: This paper develops a continuum theory of exit-and-join coalition dynamics in nonatomic cooperative games. We extend the Aumann-Shapley value and the Aumann-Dr\`eze value to coalition structures in which each coalition is treated …
arXiv cs.MA (Multiagent) TIER_1 English(EN) · Quanyan Zhu · 2026-06-27 09:17

连续合作博弈中的退出-加入动态与均衡

This paper develops a continuum theory of exit-and-join coalition dynamics in nonatomic cooperative games. We extend the Aumann-Shapley value and the Aumann-Drèze value to coalition structures in which each coalition is treated as a restricted nonatomic game, yielding a marginal-…