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Quantum Interaction Approach in Cognition, Artificial Intelligence and Robotics

机译:认知,人工智能和机器人的量子相互作用方法

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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.
机译:在过去几年中,量子力学的数学形式主义已经成功地用于模型情况,其中经典结构的使用产生了问题情况,并且通常已经认识到通常量子效应,例如“语境性”和“纠缠”。本文简要审查了这种“量子相互作用方法”,特别是在阐述的量子模型中阐述,以描述概念如何结合认知科学,以及随后识别人类思维中量子结构的识别。我们指出,这些结果为发展统一理论的意义和知识形式化和代表提供了有趣的见解。然后,我们分析了我们方法的技术方面和含义,并且特别注意与符号人工智能,量子计算和机器人的联系。

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