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Biologically-Inspired Visual-Motor Coordination Model in a Navigation Problem

机译:导航问题中的生物学启发的视觉电动机协调模型

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This work presents a biologically-inspired coordination model which associates motor actions with visual stimuli. The model is introduced and explained, and navigation experiments are reported that verify the implemented visual-motor system. Experiments demonstrate that the system can be trained to solve navigation problems consisting in moving around a 3D object to reach a specific location based on the visual information only. The model is flexible, as it is composed of an adjustable number of modules. It is also interpretable, i.e. it is possible to estimate the influence of visual features on the motor action.
机译:这项工作提出了一种生物学启发的协调模型,将电机动作与视觉刺激相关联。介绍和解释模型,报告了导航实验,验证了所实现的可视电动机系统。实验表明,可以训练该系统以解决在3D对象周围移动的导航问题,以仅基于视觉信息到达特定位置。该模型是灵活的,因为它由可调整数量的模块组成。它也是可解释的,即,可以估计视觉特征对电机动作的影响。

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