具有机器人集成和机器学习功能的虚拟平台原型,用于执行儿童认知心理学实验

Christos Sakkas, Stavroula Samartzi, H. Koumaras
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引用次数: 0

摘要

由于人工智能和机器学习等新型计算技术的迅猛发展,虚拟平台和自主机器人系统近来受到了广泛关注,各种领域和流程也因此发生了变革。认知心理学就是一个可以应用这种虚拟平台的领域,它可以改进当前的程序和流程,为心理任务的执行提供一种客观、非侵入性的方法,尤其是在儿童的情况下。更具体地说,本文介绍了一个虚拟平台,辅以机器人实验器和机器学习处理模块,可以远程或亲自对儿童进行客观、中立的心理实验和任务执行。
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A Prototype Implementation of a Virtual Platform with Robotic Integration and Machine Learning Capabilities for the Execution of Cognitive Psychology Experiments in Children
Virtual platforms and autonomous robotic systems have recently gained a lot of attention due to the enormous growth of novel computational techniques, such as artificial intelligence and machine learning, allowing various fields and processes to be transformed. Cognitive psychology is a field where such virtual platforms can be applied in order to enhance the current procedures and processes, offering an objective and non-intrusive method, for psychological tasks execution, especially in the case of children. More specifically, this paper presents a virtual platform, complemented with a robotic experimenter and a machine learning processing module, allowing the objective and neutral execution of psychological experiments and tasks to children, remotely or in person.
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