What is A Robot Swarm: A Definition for Swarming Robotics

Ross D. Arnold, Kevin Carey, Benjamin Abruzzo, C. Korpela
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引用次数: 17

Abstract

The swarm, a type of multi-agent system, has enjoyed a recent surge in popularity within the autonomous robotics field. Despite a variety of theoretical and simulated research work in the area of swarm theory and multi-agent artificial intelligence, the practical use of swarms remains limited. Though many limiting factors lie on the technical front, one limiting factor may be a lack of appreciation for swarm capabilities and applications as opposed to those of conventional robotics. To help address the latter limiting factor, this paper proposes a definition of a swarm in the context of autonomous robotics, describes many real-world problems that can be addressed through use of swarms, and details current applications of swarming robotic systems.
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什么是机器人群:蜂群机器人的定义
swarm是一种多智能体系统,最近在自主机器人领域受到了广泛的关注。尽管在群体理论和多智能体人工智能领域进行了各种各样的理论和模拟研究工作,但群体的实际应用仍然有限。虽然许多限制因素都在技术方面,但其中一个限制因素可能是缺乏对群体能力和应用的认识,而不是传统的机器人技术。为了帮助解决后一个限制因素,本文提出了自主机器人背景下群体的定义,描述了许多可以通过使用群体来解决的现实世界问题,并详细介绍了群体机器人系统的当前应用。
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