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Robots, AI, and Cognitive Training in an Era of Mass Age-Related Cognitive Decline: A Systematic Review

机译:大众时代相关认知衰退时代的机器人,AI和认知培训:系统审查

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摘要

Developing countries world-wide are witnessing historical growth in their elderly populations, and with it, importantly, a steady rise in the number of people experiencing age-related cognitive decline. This reality has the potential to produce an unprecedented strain on affected families, healthcare systems and taxpayers in the very near future. This study: a) examines the present limits and predicted capacity of Artificial Intelligence (AI) as they relate to the various and complex needs of those hoping to optimize the positive benefits of cognitive training, and b) systematically reviews the efficacy of Human Robot Interaction (HRI) as an intervention strategy for elderly individuals confronting cognitive challenges along the spectrum from Mild Cognitive Impairment (MCI) to Advanced Cognitive Impairment (ACI). The results of this systematic review suggest that, overall, the utilization of humanoid and pet robots, such as NAO and PARO, respectively, produce improvements in cognition and markers of social and emotional health and engagement; however, when embedded with AI with the capacity for Deep Learning the potential of robotic technology to aggressively meet the needs of individuals experiencing age-related cognitive decline will be significant.
机译:世界范围内的发展中国家正在寻求老年人口的历史增长,并以此为重要的,重要的是,体验年龄相关的认知衰退的人数稳步上升。这一现实有可能在不久的将来对受影响的家庭,医疗保健系统和纳税人产生前所未有的压力。本研究:a)审查人工智能(AI)的目前限制和预测能力,因为它们与希望优化认知培训的积极效益的人的各种和复杂的需求,B)系统地审查人体机器人互动的疗效(HRI)作为沿着轻度认知障碍(MCI)对高级认知障碍(ACI)的认知挑战的老年人的干预策略。该系统审查的结果表明,总体而言,分别利用人形和宠物机器人,如Nao和Paro,可以改善社会和情感健康和参与的认知和标记;然而,当嵌入AI的能力时,能够深入了解机器人技术的潜力,积极满足体验年龄相关的认知下降的个人需求将是重要的。

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