Representation as a Fluent: An AI Challenge for the Next Half Century
Representation as a Fluent: An AI Challenge for the Next Half Century
复制标题
流利的表示：下一个半世纪的人工智能挑战
DOI：
10.1109/mis.2006.56
复制
发表时间：
2006
影响因子：
6.4
通讯作者：
F. McNeill
中科院分区：
文献类型：
--
作者：
A. Bundy;F. McNeill
作者认为，人工智能系统必须能够自动操纵自己的内部表示，以应对无限复杂和不断变化的世界，并扩展到丰富，复杂的应用程序。这种操作必须超越改变信念和根据旧概念学习新概念;它必须能够改变本体的底层语法和语义。已经取得了初步进展，但由于自主多智能体系统的需求，迫切需要取得进一步进展。理解和实现这种能力必须是AI未来50年的一大重点
The authors argued that AI systems must be able to manipulate their own internal representations automatically to deal with an infinitely complex and ever-changing world and to scale up to rich, complex applications. Such manipulation must go beyond changing beliefs and learning new concepts in terms of old concepts; it must be able to change ontology's underlying syntax and semantics. Initial progress has been made, but further progress is urgently needed owing to the demands of autonomous multiagent systems. Understanding and implementing this ability must be a major focus of AI for the next 50 years