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BRIO(R)迷宫游戏中模拟 - 现实 - 差距的量化和最小化

Quantification and Minimization of the Simulation-Reality-Gap on a BRIO(R) Labyrinth Game
课程网址: http://videolectures.net/ecmlpkdd09_bergatt_qmsrgbriorlg/  
主讲教师: Constantin Bergatt
开课单位: 不来梅大学
开课时间: 2009-10-20
课程语种: 英语
中文简介:
在本文中我们提出了一种新方法,即所谓的?隧道,可用于通过比较基线系统(例如真实机器人系统)的行为(状态轨迹)和该系统的模型(例如基于物理的模拟)来量化模拟现实间隙。有了这个 ?通过隧道,可以分析改变模型参数的影响。此外,我们提出了一种自动优化这些参数的方法,以及在基于BRIOR labyrinthgame的机器人系统上获得的结果。
课程简介: In this paper we present a new method, the so-called - tunnel, that can be used to quantify the simulation-reality-gap by comparing the behavior (the state-trajectory) of a baseline system (for instance a real robotic system) and a model of this system (e.g. a physicbased simulation). With this -tunnel, the impact of a change of the model's parameter can be analyzed. Furthermore, we present an approach to automate the optimization of these parameters and present some results obtained on a robot system that is based on a BRIOR labyrinth game.
关 键 词: 基线系统; 状态轨迹; 自动优化
课程来源: 视频讲座网
最后编审: 2019-03-23:lxf
阅读次数: 64