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Robot programming by demonstration-selecting optimal event paths

机译:通过演示选择最佳事件路径进行机器人编程

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Presents a framework for robot programming by human demonstration. The framework builds a high level robot controller using information extracted from the demonstration. The high level robot controller is broken down into three component parts, each fulfilling a different function during execution. The paper focuses on the construction of an event path planner, which determines the optimal event path of a task. The approach varies the optimal path according to what characteristics of the demonstrations are stressed, thus giving the robot a selected disposition. The approach was implemented on a simple navigational task. The event path planner selected appropriate paths and could change its selection according to what characteristics were desired in the selected path.
机译:为人类示范提供了一个机器人编程的框架。该框架使用从演示中提取的信息构建高级机器人控制器。高级机器人控制器分为三个组件,每个部件在执行期间满足不同的功能。本文重点介绍了事件路径规划器的构建,该计划确定任务的最佳事件路径。该方法根据强调示范的特征而变化了最佳路径,从而给机器人提供了选择的配置。该方法是在一个简单的导航任务上实现的。事件路径规划器选择了适当的路径,可以根据所选路径中所需的特征来改变其选择。

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