移动机器人的多机器人平台——基于多智能体技术的新型评估与开发方法

Sebastian Rockel, Denis Klimentjew, Jianwei Zhang
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引用次数: 23

摘要

在机器人领域,典型的单机器人系统在执行复杂任务时会遇到限制。今天的系统通常缺乏灵活性和互操作性,特别是当参与者之间需要交互时。尽管如此,对于机器人和认知和分布领域来说,发展良好的系统是可用的。缺少的是这两个领域之间的共同联系。本工作涉及以通用方式将多智能体系统与多机器人系统连接起来的中间层的基础和方法。提出并评估了一个由多智能体系统、多机器人系统和中间层组成的原型系统。它的目的是将高级认知模型和信息分发与以机器人为中心的能力相结合,例如基于人工智能的导航和反应性行为。这使得可以将各种场景分配给移动机器人团队。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A multi-robot platform for mobile robots — A novel evaluation and development approach with multi-agent technology
In the field of robotics, typical, single-robot systems encounter limits when executing complex tasks. Todays systems often lack flexibility and inter-operability, especially when interaction between participants is necessary. Nevertheless, well developed systems for robotics and for the cognitive and distributive domain are available. What is missing is the common link between these two domains. This work deals with the foundations and methods of a middle layer that joins a multi-agent system with a multi-robot system in a generic way. A prototype system consisting of a multiagent system, a multi-robot system and a middle layer will be presented and evaluated. Its purpose is to combine highlevel cognitive models and information distribution with robot-focused abilities, such as navigation and reactive behavior based artificial intelligence. This enables the assignment of various scenarios to a team of mobile robots.
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