基于动态规划的自主机器控制

Tapio Taipale, S. Pieskä, J. Riekki
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引用次数: 11

摘要

未来对更智能机器的需求将会增加。其中一个应用领域将是对人类工人有危险的环境。这需要能够在非结构化环境(如矿山和建筑工地)自主操作的智能机器。采用基于动态规划的控制方法来解决自主机器的控制问题。该控制方案的核心是分层组织的计划-执行-监控-循环,并通过基于规则的专家系统实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic planning based control of autonomous machine
Demand for more intelligent machines will increase in the future. One field of application will be environments dangerous for human workers. This requires intelligent machines capable of autonomously operating in unstructured environments, such as mines and construction sites. Problems related to control of autonomous machines are addressed with dynamic planning based control. The heart of the control scheme, hierarchically organized Planning-Executing-Monitoring-cycles, is presented as well as its implementation with a rule-based expert system.<>
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