用于体现的人工认知系统的架构

Madhuka D. Bandara, Sandeepa Viduranga, Nipun Rodrigo, Menaka Ranasinghe
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引用次数: 0

摘要

与人工智能的力量相结合并体现在真实环境中的系统具有自主运行的能力,并且能够执行具有情商的实时活动。这种系统被简单地称为体现在真实环境中的人工认知系统。这些系统能够接受感官输入,处理它们,并在环境中发挥认知能力。这些系统的认知能力完全依赖于这些系统所采用的体系结构。这些认知架构为这些认知系统提供了一个抽象的感知模型。这些认知架构的灵感来自于物理系统如何通过大脑、精神和身体的组合自主运行,因此有必要考虑物理计算特性和非表征特性来研究系统具体化。因此,本文研究了现有的实现架构。值得注意的是,实现与人类同等水平的系统的完全体现是一项研究挑战,正在进行广泛的研究。通过文献综述,确定了将紧急架构与混合方法相结合的使用作为实现人工认知系统中体现的可行方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Architectures used in Artificial Cognitive Systems for Embodiment
Systems integrated with the power of artificial Intelligence and embodied in real environments are having the power of operating autonomously and is capable of performing real-time activities with emotional intelligence. Such systems are simply known as artificial cognitive systems embodied in real environments. These systems are capable of taking sensory inputs process them and act in the environment with cognitive capabilities. The cognitive capabilities of these systems are totally dependent on the architecture adopted in these systems. These cognitive architectures provide an abstract perception model for these cognitive systems. These cognitive architectures are inspired by how physical systems operates autonomously by the combination of brain, mind and body combination thus obligating the necessity of investigating system embodiment considering physical computational properties as well as non-representational properties. Hence this paper investigates the existing architectures for embodiment. It is noted that achieving complete embodiment of systems on par with humans poses a research challenge and is being extensively investigated. Through the literature review it is identified that the use of emergent architectures combined with hybrid approaches as a feasible way of achieving embodiment in artificial cognitive systems.
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