Computational intelligence in robotics and automation

T. Fukuda, T. Arakawa
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引用次数: 20

Abstract

Robots have been used in many fields of industry. Robots are important for automation in the factory, laboratory and office, as well as in space. These robots must have the capability for intelligence such as adaptation, learning and evolution. Computational intelligence including neural networks, fuzzy systems and genetic algorithms have been discussed for realizing human intelligence. In order to realize human intelligence functions such as perception, inference, decision making and learning should be integrated. This paper deals with this kind of intelligent robot systems. The intelligence of a robotic system depends on the architecture of hardware and software as a whole system. This paper introduces a robotic system with structured intelligence.
机器人和自动化中的计算智能
机器人已被用于工业的许多领域。机器人对于工厂、实验室、办公室以及太空的自动化都很重要。这些机器人必须具备适应、学习和进化等智能能力。计算智能包括神经网络、模糊系统和遗传算法来实现人类智能。为了实现人类的智能,应该将感知、推理、决策和学习等功能整合起来。本文研究了这类智能机器人系统。机器人系统的智能取决于整个系统的硬件和软件结构。介绍了一种具有结构化智能的机器人系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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