Unconventional Cognitive Intelligent Robotic Control: Quantum Soft Computing Approach in Human Being Emotion Estimation -- QCOptKB Toolkit Application
Ulyanov, Sergey V., Kurawaki, Ichiro, Ulyanov, Viktor S., Hagiwara, Takakhide
–arXiv.org Artificial Intelligence
The article shows the possibility of quantum / soft computing optimizers of knowledge bases (QSCOptKB) as the toolkit of quantum deep machine learning technology implementation in the solution's search of intelligent cognitive control tasks applied the cognitive helmet as neuro-interface. In particular case, the aim of this article is to demonstrate the possibility of classifying the mental states of a human being operator in on line with knowledge extraction from electroencephalograms based on SCOptKB and QCOptKB sophisticated toolkit. Application of soft computing technologies to identify objective indicators of the psychophysiological state of an examined person described. The role and necessity of applying intelligent information technologies development based on computational intelligence toolkits in the task of objective estimation of a general psychophysical state of a human being operator shown. Developed information technology examined with examples emotion state estimation of human being operator in "Human - Robot Interaction" interface design and background of the knowledge bases design for intelligent robot of service use is it. Application of cognitive intelligent control in navigation of autonomous robot for avoidance of obstacles based on QFI demonstrated.
arXiv.org Artificial Intelligence
Jun-14-2023
- Country:
- Asia > Russia (0.04)
- Europe
- Moldova (0.04)
- United Kingdom > England
- Russia > Central Federal District
- Moscow Oblast > Moscow (0.04)
- Germany > Saarland
- Saarbrücken (0.04)
- Genre:
- Research Report (0.40)
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- Health & Medicine
- Therapeutic Area > Neurology (0.93)
- Health Care Technology (0.68)
- Health & Medicine
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