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Jevolution:研究 AI 智能体通信与群体动态的框架

原标题:Jevolution: A Framework for Studying Communication and Collective Dynamics in AI Agents

arXiv cs.MA一手来源研究质量 76

AI 摘要

该论文提出 Jevolution,一个用于研究 AI 智能体通信与群体动态的空间捕食者-猎物框架。其参考实现将演化世界、异步请求调度、控制器适配器和实验记录分离,并通过 ODD 协议描述机制。作者用合成夹具验证软件行为,并完成一个通信案例研究,但结果未明确信号系统效应的方向。论文强调贡献是可检查的实验系统及其证据边界,而非新学习算法或涌现语言的证明。

以上摘要由 AI 生成,可能存在误差。事实请以原文为准。

正文节选

Jevolution: A Framework for Studying Communication and Collective Dynamics in AI Agents Abstract Experiments with remote decision-making agents depend on more than the policy: the world may change during inference, the simulator determines which actions are available, and births and immigration alter who can act. We present Jevolution, an instrumented spatial predator–prey framework that makes these dependencies explicit. Its reference implementation separates the evolving world, asynchronous re


发布时间:2026-10-14 12:00
抓取时间:2026-10-14 14:27
来源机构:arXiv
阅读原文arxiv.org