没有什么能与人口相比,除了代理人

Yann Busnel
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引用次数: 1

摘要

利用到目前为止独立探索的两个领域之间的相似性,可以为分布式系统提供一个理论框架,其中全局行为来自一组本地交互。本文的贡献来自于对种群协议和多智能体系统(MAS)有许多相似之处的观察。特别是,MAS的一些子类似乎适合与种群协议相同的计算能力。人口协议为移动微设备网络提供了理论基础。另一方面,在对分布式人工智能的长期研究中,MAS形成了一个有趣的社会模型,具有广泛的应用领域,从简单的反应系统到社会科学。将这两个模型联系起来应该会产生几个非常有趣的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Nothing can compare with a population, besides agents
Leveraging the resemblances between two areas explored so far independently enables to provide a theoretical framework for distributed systems where global behaviors emerge from a set of local interactions. The contribution of this paper arise from the observation that population protocols and multi-agent systems (MAS) bear many resemblances. Particularly, some subclasses of MAS seem to fit the same computational power than population protocols. Population protocols provide theoretical foundations for mobile tiny device networks. On the other hand, from long-standing research study in distributed artificial intelligence, MAS forms an interesting model for society and owns a broad spectrum of application field, from simple reactive system to social sciences. Linking the both model should offers several extremely interesting outcomes.
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