Proceedings

Generating Context-Free Grammars using Classical Planning

Javier Segovia-Aguas, Sergio Jiménez, Anders Jonsson

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence

Main track. Pages 4391-4397.

https://doi.org/10.24963/ijcai.2017/613

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Abstract

This paper presents a novel approach for generating Context-Free Grammars (CFGs) from small sets of input strings (a single input string in some cases). Our approach is to compile this task into a classical planning problem whose solutions are sequences of actions that build and validate a CFG compliant with the input strings. In addition, we show that our compilation is suitable for implementing the two canonical tasks for CFGs, string production and string recognition.

Keywords

  • Planning and Scheduling: Applications of Planning
  • Planning and Scheduling: Hierarchical planning
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