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Introduction to Automated Negotiation
系统介绍自动化协商的基础理论、关键算法与应用场景，AI研究者入门必读
arXiv:2511.08659v4 Announce Type: replace-cross Abstract: This book is an introductory textbook targeted towards computer science students who are com…
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How Much Coordination Gain Is Real? A Paired Noise-Floor Protocol for Multi-Agent LLM Benchmarks
新协议揭穿多智能体LLM协调增益的虚假繁荣，用配对噪声底线方法精准衡量真实协同效应。
arXiv:2606.20695v1 Announce Type: cross Abstract: Multi-agent LLM coordination papers report small benchmark deltas as evidence that one architecture …