SGER: New Research Directions in Integrated Cognitive Architectures

这笔用于探索性研究的小额拨款旨在开发一种智能行为的集成架构。这一领域的大部分工作都集中在一类特定的体系结构上--生产系统。这项工作提出了一种新的认知架构，伊卡洛斯，体现了完全不同的原则。这项研究将在智能物理代理中知识的表示、利用和获取方面取得基础进展。此外，它主要依赖于将这些功能集成到一个统一的认知架构中，该架构必须足够通用，才能在许多领域运行。这样一个智能行为的统一框架可能会对人工智能和认知科学产生重大影响。

This small grant for exploratory research aims to develop an integrated architecture for intelligent behavior. Most work in this area has focused on a particular class of architectures - production systems. This work proposes a new novel cognitive architecture, Icarus, that embodies quite different principles. The research will make basic advances in representation, utilization, and acquisition of knowledge in intelligent physical agents. Moreover, it relies centrally on the integration of these capabilities into a unified cognitive architecture that must be general enough to operate in many domains. Such a unified framework for intelligent behavior could have a major impact on both artificial intelligence and cognitive science.