论自治系统和通用人工智能的认知基础

2021 IEEE 20th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC) Pub Date : 2021-10-29 DOI:10.1109/ICCICC53683.2021.9811328

Yingxu Wang

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引用次数: 5

摘要

人们认识到，自治系统是可以思考和推断的通用人工智能的高级智能系统。本工作探讨了自主系统认知基础的基础研究。分析了传统的存储-程序控制计算和数据回归人工智能在实时智能生成方面面临的主要挑战，提出了一种通用的知识推理人工智能智能生成方法。阐述了自主人工智能系统的理论框架，以实现深度机器思维、知识学习、认知计算和关键任务智能系统的自主系统。

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On the Cognitive Foundations of Autonomous Systems and General AI

It is recognized that autonomous systems are advanced intelligent systems towards general AI that may think and infer. This work investigates into basic research on the cognitive foundations of autonomous systems. Key challenges to real-time intelligence generation are analyzed in classic stored-programmed-controlled computing and data-regressed ion AI, which lead to a general intelligence generation methodology of knowledge-inferred AI. A theoretical framework of autonomous AI systems is elaborated towards autonomous systems for enabling deep machine thinking, knowledge learning, cognitive computing, and mission-critical intelligent systems.

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来源期刊

2021 IEEE 20th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC)

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