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On the Compilation of Plan Constraints and Preferences

机译:关于计划约束和偏好的编制

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摘要

State trajectory and preference constraints are the two language features introduced in PDDL3 (Gerevini & Long 2005) for describing benchmarks of the 5th international planning competition. In this work we make existing solver technology applicable to planning with PDDL3 domains by compiling the new constructs back to PDDL2 (Fox & Long 2003). State trajectory constraints are translated into LTL formulae and further to Buechi automata, one for each constraint. These automata are compiled to grounded PDDL and the results are merged with the grounded representation of the original problem. Preference constraints are compiled away using numerical state variables. We provide encouraging experimental results in heuristic search planning.
机译:状态轨迹和偏好约束是PDDL3(Gerevini和Long,2005年)引入的两种语言功能,用于描述第五届国际计划竞赛的基准。在这项工作中,我们通过将新构造编译回PDDL2,使现有的求解器技术适用于PDDL3域的计划(Fox&Long 2003)。将状态轨迹约束转换为LTL公式,然后进一步转换为Buechi自动机,每个约束对应一个。将这些自动机编译为有基础的PDDL,并将结果与​​原始问题的有基础的表示合并。使用数字状态变量编译掉偏好约束。我们在启发式搜索计划中提供令人鼓舞的实验结果。

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