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Parallel Actions and Generalized Multivalued Constraints in Multivalued Planning

机译:多值计划中的并行动作和广义多值约束

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In this work an extension of the model for planning with multivalued fluents and graded actions introduced in [8] is proposed. This model is based on the infinity valued Lukasiewicz logic, where the fluents can assume truth values in the interval [0,1] and actions can be executed at different application degrees also varying in [0,1]. Multivalued fluents and graded actions allow to model many real situations where some features of the world are fuzzy and where actions can be executed with varying strength. The main contributions of this paper are given by the introduction of the simultaneous executability of the graded actions and the extension of multivalued constraints to generalized multivalued constraints. An extension of the correct/complete algorithm which solves bounded multivalued planning problems is presented. It allows to solve problems with generalized constraints and simultaneous actions.
机译:在这项工作中,提出了在[8]中引入的具有多值流利和分级操作的规划模型的扩展。该模型基于无穷大值Lukasiewicz逻辑,其中流利者可以在[0,1]区间假设真值,并且可以在[0,1]范围内以不同的应用程度执行动作。多值流利语言和分级动作允许对许多真实情况进行建模,这些真实情况中世界的某些特征是模糊的并且可以以不同的强度执行动作。本文的主要贡献是通过引入分级操作的同时可执行性以及将多值约束扩展为广义多值约束来给出的。提出了解决有界多值规划问题的正确/完整算法的扩展。它允许解决具有广义约束和同时动作的问题。

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