Introduction to 'Cognitive artificial intelligence'.-猫眼课题宝

认知人工智能导论。

DOI：

10.1098/rsta.2022.0051

发表时间：

2023-07-24

期刊：

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

影响因子：

通讯作者：

中科院分区：

综合性期刊2区

文献类型：

作者：

Bundy, Alan;Chater, Nick;Muggleton, Stephen

来源链接：

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10239676/

2.目的本次会议汇聚的关键领域是人工智能和认知科学。这次会议有助于在我们称为认知人工智能的联合领域达成更好的理解和互动。在支持从数据构建复杂模型方面，人工智能和机器学习正变得与各种科学密切相关。此外，在整个社会中，人工智能被视为既有促进人类社会发展的巨大潜力，也有削弱社会结构的危险。显然，在理解如何建立与人类的理解、规划和推理相兼容的自动学习系统方面取得进展，在许多领域具有巨大的有利影响。然而，认知科学家与前沿人工智能研究的互动需要心理学方面的许多进展和新的实验工作，以进一步了解人类与机器互动时的认知和社会约束。会议介绍了该领域领先实验室的最新成果，并鼓励就人工智能和认知科学小组联合研究的关键主题进行讨论。

2. ObjectivesThe key fields brought together at this meeting are artificial intelligence and cognitive science. This meeting helped forge better understanding and interactions in a joint area which we refer to as cognitive artificial intelligence. Artificial intelligence and machine learning are becoming centrally relevant to a variety of sciences in supporting the construction of complex models from data. Furthermore, within society at large artificial intelligence is viewed as having both immense potential for enabling human societies, while simultaneously presenting dangers for weakening the social fabric. It is clear that advances in understanding of how to build automated learning systems which are compatible with human understanding, planning and reasoning has immense potential for beneficial effects in many areas. However, interactions of cognitive scientists with leading edge artificial intelligence research requires many advances and new experimental work in psychology to further understand the cognitive and social constraints of human beings when interacting with machines. The meeting allowed presentations on the latest results from leading laboratories in this area, as well as encouraging discussion on key topics for joint research between artificial intelligence and cognitive science groups.