Transformation of a capability model into a PDDL planning approach

AT-AUTOMATISIERUNGSTECHNIK(2023)

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摘要
Automated planning approaches provide robust and efficient methods to automatically find plans for a given problem and a set of possible actions. However, due to the rather high effort required to create planning models, these approaches cannot be used for adaptable manufacturing plants. In this contribution, we present a method to automatically generate a planning problem in the form of PDDL from an existing capability model. This method eliminates the additional effort required to model a planning problem, making planning approaches usable for adaptable manufacturing plants.
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关键词
AI planning,capability model,model-to-text transformation,ontologies,PDDL,skills
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