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Teleoperated Hexapod Robot for Imitation Learning Task Training

机译:用于仿制学习任务培训的无屋六赛德机器人

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To operate successfully in the unstructured environment of homes and small businesses, robots will be implemented by unskilled operators who cannot explicitly program their motions. Recently, imitation learning has been used to train robots that manipulate their environment based on pixel-to-action control. The robot actions are determined by camera inputs without programmed trajectories. Such training is often performed on robotic hardware which was not designed for imitation learning. This paper describes a new robot which is designed expressly to improve the training speed and ability of pixel-to-action policies. In particular, hexapod robot hardware is designed for teleoperation, thus improving correspondence and simplifying human control.
机译:要成功地在房屋和小企业的非结构化环境中运营,机器人将由不熟练的运营商实施,他们无法明确编制他们的动议。最近,仿制学习已被用于培训基于像素到动作控制的机器人操纵他们的环境。机器人操作由没有编程轨迹的相机输入确定。这种培训通常是在没有设计用于模仿学习的机器人硬件上进行的。本文介绍了一种新的机器人,其明确地设计,以提高像素到动作策略的训练速度和能力。特别是,六脚踏机器人硬件被设计用于漫步,从而改善对应和简化人类控制。

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