间歇式动态环境下的机器人控制策略

M. Buhler, D. Koditschek, P. Kindlmann
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引用次数: 62

摘要

为了描述和分析一类需要动态灵巧性的机器人任务,其中包括杂耍任务,开发了一种形式主义。经验上的成功已经取得了一类控制算法的任务域,称为镜像算法。利用任务域的形式化表示,并在其中编码期望的机器人行为,可以证明一个合适的镜像算法对于特定的任务是正确的。虽然目前算法几何的生成完全是启发式的,但由此证明的机器人-环境闭环的分析可追踪性,提出了希望,可能很快就会实现足够的理解,以便将适当表达的任务定义自动转换为可证明的正确的经验有效的机器人控制器设计
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A family of robot control strategies for intermittent dynamical environments
A formalism is developed for describing and analyzing a very simple representation of a class of robotic tasks which require dynamical dexterity, among them the task of juggling. Empirical success has been achieved with a class of control algorithms for this task domain, called mirror algorithms. Using the formalism for representing the task domain, and encoding within it the desired robot behavior, it can be proven that a suitable mirror algorithm is correct with respect to a special task. Although the generation of algorithm geometry is completely heuristic at present, the analytical tractability of the resulting robot-environment closed loop, which is demonstrated, raises the hope that sufficient understanding may soon be realized to afford automatic translation of suitably expressed task definitions into provable correct empirically valid robot controller designs.<>
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