Duel-based Deep Learning system for solving IQ tests

The official implementation of the Duel-IQ solution proposed in the article: https://proceedings.mlr.press/v151/tomaszewska22a.html

• duel_based_system- directory with the code of Duel-IQ system
• data generator - directory with the code for generation data used in Duel-IQ

The code for dataset generation is the one that was initially used in the paper: J. Mańdziuk and A. Żychowski, DeepIQ: A Human-Inspired AI System for Solving IQ Test Problems, 2019 International Joint Conference on Neural Networks (IJCNN).

Citation

@InProceedings{pmlr-v151-tomaszewska22a,
  title = 	 { Duel-based Deep Learning system for solving IQ tests },
  author =       {Tomaszewska, Paulina and \.Zychowski, Adam and Ma\'ndziuk, Jacek},
  booktitle = 	 {Proceedings of The 25th International Conference on Artificial Intelligence and Statistics},
  pages = 	 {10483--10492},
  year = 	 {2022},
  editor = 	 {Camps-Valls, Gustau and Ruiz, Francisco J. R. and Valera, Isabel},
  volume = 	 {151},
  series = 	 {Proceedings of Machine Learning Research},
  month = 	 {28--30 Mar},
  publisher =    {PMLR}
}