首页> 外国专利> METHOD AND APPARATUS FOR GENERATING WORK BEHAVIOR TRAJECTORY OF ROBOT BASED ON SIMULATED LEARNING AND ACTION COMBINATION

METHOD AND APPARATUS FOR GENERATING WORK BEHAVIOR TRAJECTORY OF ROBOT BASED ON SIMULATED LEARNING AND ACTION COMBINATION

机译:基于模拟学习与动作结合的机器人工作行为轨迹生成方法及装置

摘要

The present invention discloses a method and apparatus for generating a work behavior trajectory of a robot based on simulated learning and action combinations. A method for generating a work behavior trajectory of a robot according to an embodiment of the present invention includes: acquiring a demonstration trajectory for a human work behavior and dividing the demonstration trajectory into a plurality of unit behaviors; classifying the divided unit behaviors into groups of common unit behaviors; retrieving a probability model corresponding to a unit behavior of each of the classified groups from a database storing a learned probability model for each of the unit behaviors; generating representative trajectories of unit behaviors of each of the classified groups using the retrieved probability model; and reproducing the demonstration trajectory based on the generated representative trajectory.;COPYRIGHT KIPO 2017
机译:本发明公开了一种用于基于模拟的学习和动作组合来生成机器人的工作行为轨迹的方法和设备。根据本发明实施例的用于生成机器人的工作行为轨迹的方法包括:获取用于人类工作行为的演示轨迹,并将该演示轨迹划分为多个单位行为;将划分的单位行为分为常见的单位行为组;从存储每个单元行为的学习的概率模型的数据库中检索与每个分类组的单元行为相对应的概率模型;使用检索到的概率模型生成每个分类组的单位行为的代表性轨迹;并根据生成的代表轨迹重现演示轨迹。; COPYRIGHT KIPO 2017

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