Studying robot-environment interaction via transparent controllers

Studying robot-environment interaction via transparent controllers
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通过透明控制器研究机器人与环境的交互

DOI:
10.1109/icar.2011.6088621
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发表时间:
2011
期刊:
2011 15th International Conference on Advanced Robotics (ICAR)
影响因子:
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通讯作者:
S. Billings
S. Billings
中科院分区:
--
文献类型:
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作者:
O. Akanyeti;P. Fiorini;S. Billings

文献摘要

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在本文中,我们解决的问题是“为什么它是一个移动的机器人,以某种方式编程,并放置在一些环境中执行程序,行为的方式,它做什么?"。我们提出了三个真实的世界的实验中,我们首先获得透明的控制器来表达传感器电机耦合的移动的机器人。然后,我们使用这些模型来正式分析机器人的行为,特别是要了解传感器读数是如何与电机命令,从数学的角度来评估派生的控制器,甚至预测在未经测试的环境中的机器人的行为。
In this paper we address the question of “Why is it that a mobile robot, programmed in a certain way and placed in some environment to execute a program, behaves in the way it does?”. We present three real world experiments in which we first obtain transparent controllers to express sensor-motor couplings of a mobile robot. We then use these models to analyze the robot behaviour formally; in particular to understand how the sensor readings are related to motor commands, to evaluate the derived controllers from a mathematical point of view and even to predict the behaviour of the robot in untested environments.