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Analyzing Flexible Timeline-based Plans

机译:分析灵活的时间线计划

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Timeline-based planners have been shown quite successful in addressing real world problems. Nevertheless they are considered as a niche technology in AI P&S research as an application synthesis with such techniques is still considered a sort of "black art". Authors are currently developing a knowledge engineering tool around a timeline-based problem solving environment; in this framework we aim at integrating verification and validation methods. This work presents a verification process suitable for a timeline-based planner. It shows how a problem of flexible temporal plan verification can be cast as model-checking on timed game automata. Additionally it provides formal properties and checks the effectiveness of the proposed approach with a detailed experimental analysis.
机译:基于时间轴的规划者在解决现实世界问题方面已经表现得非常成功。然而,他们被认为是AI P&S研究中的利基技术,因为这种技术的应用综合仍然被认为是一种“黑色艺术”。作者目前正在开发一个关于基于时间线的问题解决环境的知识工程工具;在本框架中,我们的目标是集成验证和验证方法。这项工作提出了一个适用于基于时间轴的计划者的验证过程。它显示了如何将灵活的时间计划验证问题作为定时游戏自动机的模型检查。此外,它提供了正式的性质,并通过详细的实验分析检查所提出的方法的有效性。

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