A demonstration of dedicated constraint-based planning within agent-based architectures for autonomous aircraft

B. Allo, C. Guettier, Nelly Lecubin
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引用次数: 13

Abstract

Autonomous agents are a challenging concept for future unmanned air operations in hostile environments. Previous aeronautic missions highlight the lack of on-board reasoning abilities to increase the decision making capability, to efficiently react to unexpected events or to adapt plans to unexpected situation changes. If many agent-based system approaches exhibit reasoning functionalities, the complexity of air missions prevents from using the underlying generic models onto realistic missions. By taking advantage of constraint programming techniques, this paper demonstrates how a dedicated planning method can manage unmanned air vehicles into a realistic mission.
基于智能体的自主飞机架构中专用约束规划的演示
对于未来在恶劣环境下的无人空中作战来说,自主代理是一个具有挑战性的概念。以前的航空任务强调缺乏机载推理能力来提高决策能力,以有效地对意外事件作出反应或根据意外情况变化调整计划。如果许多基于智能体的系统方法表现出推理功能,那么空中任务的复杂性阻碍了将底层通用模型用于实际任务。本文利用约束规划技术,论证了一种专门的规划方法如何将无人飞行器管理成一个现实任务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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