IJCAI 2023poster1 citations

Automating Rigid Origami Design

Jeremia Geiger, Karolis Martinkus, Oliver Richter, Roger Wattenhofer

Abstract

Rigid origami has shown potential in large diversity of practical applications. However, current rigid origami crease pattern design mostly relies on known tessellations. This strongly limits the diversity and novelty of patterns that can be created. In this work, we build upon the recently developed principle of three units method to formulate rigid origami design as a discrete optimization problem, the rigid origami game. Our implementation allows for a simple definition of diverse objectives and thereby expands the potential of rigid origami further to optimized, application-specific crease patterns. We showcase the flexibility of our formulation through use of a diverse set of search methods in several illustrative case studies. We are not only able to construct various patterns that approximate given target shapes, but to also specify abstract, function-based rewards which result in novel, foldable and functional designs for everyday objects.

Methods and resources: Applications and software frameworksApplication domains: IdeationApplication domains: Other domains of art or creativityMethods and resources: Evolutionary algorithmsMethods and resources: Machine learning, deep learning, neural models, reinforcement learningTheory and philosophy of arts and creativity in AI systems: Support of human creativity
BibTeX
@inproceedings{ijcai2023p645,
  title     = {Automating Rigid Origami Design},
  author    = {Geiger, Jeremia and Martinkus, Karolis and Richter, Oliver and Wattenhofer, Roger},
  booktitle = {Proceedings of the Thirty-Second International Joint Conference on
               Artificial Intelligence, {IJCAI-23}},
  publisher = {International Joint Conferences on Artificial Intelligence Organization},
  editor    = {Edith Elkind},
  pages     = {5815--5823},
  year      = {2023},
  month     = {8},
  note      = {AI and Arts},
  doi       = {10.24963/ijcai.2023/645},
  url       = {https://doi.org/10.24963/ijcai.2023/645},
}
Automating Rigid Origami Design · IJCAI 2023