迈向自治系统规划分类学

Trevor J. Bihl, Chadwick Cox, Timothy I Machin
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引用次数: 1

摘要

本文从建筑和算法的角度提出了规划器的愿景,特别是无人机。它回顾了关键的方法,并发展了规划方法的分类。本文探讨了各种异同。在整个过程中制定了一个技术基线,以突出当前的研究兴趣、需求信号和研究中可能存在的差距。还包括对现有方法的基本问题和局限性的描述。一个共同的分类法将有助于研究人员协调努力,建立更通用、更强大的规划算法。
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Towards a Taxonomy of Planning for Autonomous Systems
This paper presents a vision of planners, particularly for UAVs, from both an architectural and algorithmic perspective. It reviews key approaches and develops a taxonomy of planning methods. This paper explores various differences and similarities. A technical baseline is developed throughout this process to highlight current research interests, demand signals, and possible gaps in the research. Descriptions of the fundamental issues and limitations of present methods are also included. A common taxonomy will help researchers to coordinate efforts to build more general and powerful planning algorithms.
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