摘要翻译:
在过去的几年里,量子力学的数学形式被成功地用于模拟使用经典结构引起有问题的情况,以及典型的量子效应,如“上下文性”和“纠缠性”,已经被认识到的情况。本文简要回顾了这一“量子相互作用方法”,特别侧重于描述认知科学中概念如何结合的量子模型,以及随后在人类思维中识别量子结构。我们指出,这些结果为意义和知识形式化和表示的统一理论的发展提供了有趣的见解。然后,我们分析了我们的方法的技术方面和含义,并特别关注与符号
人工智能、量子计算和机器人技术的联系。
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英文标题:
《Quantum Interaction Approach in Cognition, Artificial Intelligence and
Robotics》
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作者:
Diederik Aerts, Marek Czachor and Sandro Sozzo
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最新提交年份:
2011
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分类信息:
一级分类:Computer Science 计算机科学
二级分类:Artificial Intelligence 人工智能
分类描述:Covers all areas of AI except Vision, Robotics, Machine Learning, Multiagent Systems, and Computation and Language (Natural Language Processing), which have separate subject areas. In particular, includes Expert Systems, Theorem Proving (although this may overlap with Logic in Computer Science), Knowledge Representation, Planning, and Uncertainty in AI. Roughly includes material in ACM Subject Classes I.2.0, I.2.1, I.2.3, I.2.4, I.2.8, and I.2.11.
涵盖了人工智能的所有领域,除了视觉、机器人、机器学习、多智能体系统以及计算和语言(自然语言处理),这些领域有独立的学科领域。特别地,包括专家系统,定理证明(尽管这可能与计算机科学中的逻辑重叠),知识表示,规划,和人工智能中的不确定性。大致包括ACM学科类I.2.0、I.2.1、I.2.3、I.2.4、I.2.8和I.2.11中的材料。
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一级分类:Computer Science 计算机科学
二级分类:Robotics 机器人学
分类描述:Roughly includes material in ACM Subject Class I.2.9.
大致包括ACM科目I.2.9类的材料。
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一级分类:Physics 物理学
二级分类:Quantum Physics 量子物理学
分类描述:Description coming soon
描述即将到来
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英文摘要:
The mathematical formalism of quantum mechanics has been successfully employed in the last years to model situations in which the use of classical structures gives rise to problematical situations, and where typically quantum effects, such as 'contextuality' and 'entanglement', have been recognized. This 'Quantum Interaction Approach' is briefly reviewed in this paper focusing, in particular, on the quantum models that have been elaborated to describe how concepts combine in cognitive science, and on the ensuing identification of a quantum structure in human thought. We point out that these results provide interesting insights toward the development of a unified theory for meaning and knowledge formalization and representation. Then, we analyze the technological aspects and implications of our approach, and a particular attention is devoted to the connections with symbolic artificial intelligence, quantum computation and robotics.
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PDF链接:
https://arxiv.org/pdf/1104.3345