使用足球队作为多智能体系统仿真的测试平台

Areen Naji, Rashid Jayousi, Amjad Rattrout
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引用次数: 0

摘要

STMAS系统旨在模仿足球队及其行为;我们相信它可以有效地用作多智能体系统的测试平台。它是利用分布式代理构建的,这些代理相互交互、通信和协商以实现团队目标。它基于Jade仿真平台。该系统进行了测试,并与使用多种MAS技术的纯足球队进行了比较。结果表明,应用协商和任务分配的MAS技术可以提高团队绩效,STMAS为新的、独特的MAS技术提供了一个有效的测试平台,并进行了各种场景实验。此外,还建立了数学模型,对仿真结果进行了比较。总的来说,STMAS提供了一个多功能和高效的MAS仿真和评估测试平台。它是比较和评估各种MAS方法的一个很好的平台。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Using a Soccer team as a test bed for multi-agent systems simulation
The STMAS system is intended to imitate a soccer team and its behavior; we believe it can be used effectively as a test bed for multi-agent systems. It is constructed utilizing distributed agents that interact, communicate, and negotiate with each other to achieve the team objectives. It is based on the Jade simulation platform. The system is tested and compared to a pure soccer team using multiple MAS techniques. The results demonstrated that applying MAS techniques of negotiation and task distribution improves team performance, and STMAS is offered as an efficient test bed for new and distinct MAS techniques with varied scenario experiments. In addition, a mathematical model is created to compare the simulation results. Overall, STMAS provides a versatile and efficient MAS simulation and evaluation test bed. It is an excellent platform for comparing and evaluating various MAS approaches.
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