评估多智能体系统:记录/重播方法

M. Huget, Y. Demazeau
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引用次数: 17

摘要

公司和用户对多代理系统的采用要求能够验证多代理系统的属性。这种验证的主要候选方法是模型检查,但正如本文所概述的那样,它存在诸如组合爆炸或不考虑环境等缺点。模型检查似乎仅限于具有少量代理的小型系统。我们提出了在测试中使用的另一种方法,称为记录/重放机制。我们还要加上验尸分析。这项工作描述了这种方法的优点,以及我们如何在MadKit平台上实现它。
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Evaluating multiagent systems: a record/replay approach
The adoption of multiagent systems by companies and users requires that it is possible to verify the properties of the multiagent systems. The main candidate of this verification is model checking but as sketched in the paper, it presents drawbacks such as combinatorial explosion or it does not take the environment into account. Model checking seems to be restricted to small systems with few agents. We present a different approach used in testing called the record/replay mechanism. We add as well a post-mortem analysis. This work describes the advantages of this approach and how we have implemented it in the MadKit platform.
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