Conceptual Framework for Quantum Affective Computing and Its Use in Fusion of Multi-Robot Emotions
This study presents a modest attempt to interpret, formulate, and manipulate the emotion of robots within the precepts of quantum mechanics. Our proposed framework encodes emotion information as a superposition state, whilst unitary operators are used to manipulate the transition of emotion states w...
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doaj-95d2ff95d7fe42bfbc22c61ef885c7342021-01-07T00:01:42ZengMDPI AGElectronics2079-92922021-01-011010010010.3390/electronics10020100Conceptual Framework for Quantum Affective Computing and Its Use in Fusion of Multi-Robot EmotionsFei Yan0Abdullah M. Iliyasu1Kaoru Hirota2School of Computer Science and Technology, Changchun University of Science and Technology, Changchun 130022, ChinaCollege of Engineering, Prince Sattam Bin Abdulaziz University, Al-Kharj 11942, Saudi ArabiaSchool of Computing, Tokyo Institute of Technology, Yokohama 226-8502, JapanThis study presents a modest attempt to interpret, formulate, and manipulate the emotion of robots within the precepts of quantum mechanics. Our proposed framework encodes emotion information as a superposition state, whilst unitary operators are used to manipulate the transition of emotion states which are subsequently recovered via appropriate quantum measurement operations. The framework described provides essential steps towards exploiting the potency of quantum mechanics in a quantum affective computing paradigm. Further, the emotions of multi-robots in a specified communication scenario are fused using quantum entanglement, thereby reducing the number of qubits required to capture the emotion states of all the robots in the environment, and therefore fewer quantum gates are needed to transform the emotion of all or part of the robots from one state to another. In addition to the mathematical rigours expected of the proposed framework, we present a few simulation-based demonstrations to illustrate its feasibility and effectiveness. This exposition is an important step in the transition of formulations of emotional intelligence to the quantum era.https://www.mdpi.com/2079-9292/10/2/100affective computingquantum computingartificial intelligencequantum emotionemotion fusionsocial robots |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Fei Yan Abdullah M. Iliyasu Kaoru Hirota |
spellingShingle |
Fei Yan Abdullah M. Iliyasu Kaoru Hirota Conceptual Framework for Quantum Affective Computing and Its Use in Fusion of Multi-Robot Emotions Electronics affective computing quantum computing artificial intelligence quantum emotion emotion fusion social robots |
author_facet |
Fei Yan Abdullah M. Iliyasu Kaoru Hirota |
author_sort |
Fei Yan |
title |
Conceptual Framework for Quantum Affective Computing and Its Use in Fusion of Multi-Robot Emotions |
title_short |
Conceptual Framework for Quantum Affective Computing and Its Use in Fusion of Multi-Robot Emotions |
title_full |
Conceptual Framework for Quantum Affective Computing and Its Use in Fusion of Multi-Robot Emotions |
title_fullStr |
Conceptual Framework for Quantum Affective Computing and Its Use in Fusion of Multi-Robot Emotions |
title_full_unstemmed |
Conceptual Framework for Quantum Affective Computing and Its Use in Fusion of Multi-Robot Emotions |
title_sort |
conceptual framework for quantum affective computing and its use in fusion of multi-robot emotions |
publisher |
MDPI AG |
series |
Electronics |
issn |
2079-9292 |
publishDate |
2021-01-01 |
description |
This study presents a modest attempt to interpret, formulate, and manipulate the emotion of robots within the precepts of quantum mechanics. Our proposed framework encodes emotion information as a superposition state, whilst unitary operators are used to manipulate the transition of emotion states which are subsequently recovered via appropriate quantum measurement operations. The framework described provides essential steps towards exploiting the potency of quantum mechanics in a quantum affective computing paradigm. Further, the emotions of multi-robots in a specified communication scenario are fused using quantum entanglement, thereby reducing the number of qubits required to capture the emotion states of all the robots in the environment, and therefore fewer quantum gates are needed to transform the emotion of all or part of the robots from one state to another. In addition to the mathematical rigours expected of the proposed framework, we present a few simulation-based demonstrations to illustrate its feasibility and effectiveness. This exposition is an important step in the transition of formulations of emotional intelligence to the quantum era. |
topic |
affective computing quantum computing artificial intelligence quantum emotion emotion fusion social robots |
url |
https://www.mdpi.com/2079-9292/10/2/100 |
work_keys_str_mv |
AT feiyan conceptualframeworkforquantumaffectivecomputinganditsuseinfusionofmultirobotemotions AT abdullahmiliyasu conceptualframeworkforquantumaffectivecomputinganditsuseinfusionofmultirobotemotions AT kaoruhirota conceptualframeworkforquantumaffectivecomputinganditsuseinfusionofmultirobotemotions |
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