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arXiv 1906.08925eess.SYcs.SY
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在有障碍的环境中放牧一个敌对的群体

Herding an Adversarial Swarm in an Obstacle Environment

Vishnu S. Chipade, Dimitra Panagou

摘要:

本文研究了一种对抗性智能体群体的防御方法。我们采用了一个封闭的形成(“StringNet”)的防御代理周围的敌对代理限制他们的运动,并引导他们到一个安全的区域,而在一个障碍物密集的环境中航行。控制律形成的StringNet和引导它到一个安全的区域,并正式分析了闭环系统的稳定性。假设敌对群体在矩形障碍物的存在下作为群体移动。仿真结果证明了该方法的有效性。

英文摘要:

This paper studies a defense approach against a swarm of adversarial agents. We employ a closed formation (`StringNet') of defending agents around the adversarial agents to restrict their motion and guide them to a safe area while navigating in an obstacle-populated environment. Control laws for forming the StringNet and guiding it to a safe area are developed, and the stability of the closed-loop system is analyzed formally. The adversarial swarm is assumed to move as a flock in the presence of rectangular obstacles. Simulation results are provided to demonstrate the efficacy of the approach.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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