Two Visual Strategies for Solving the Raven’s Progressive Matrices Intelligence Test

Authors

  • Maithilee Kunda Georgia Institute of Technology
  • Keith McGreggor Georgia Institute of Technology
  • Ashok Goel Georgia Institute of Technology

Abstract

We present two visual algorithms, called the affine and fractal methods, which each solve a considerable portion of the Raven’s Progressive Matrices (RPM) test. The RPM is considered to be one of the premier psychometric measures of general intelligence. Current computational accounts of the RPM assume that visual test inputs are translated into propositional representations before further reasoning takes place. We propose that visual strategies can also solve RPM problems, in line with behavioral evidence showing that humans do use visual strategies to some extent on the RPM. Our two visual methods currently solve RPM problems at the level of typical 9- to 10-year-olds.

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Published

2011-08-04

How to Cite

Kunda, M., McGreggor, K., & Goel, A. (2011). Two Visual Strategies for Solving the Raven’s Progressive Matrices Intelligence Test. Proceedings of the AAAI Conference on Artificial Intelligence, 25(1), 1555-1558. Retrieved from https://ojs.aaai.org/index.php/AAAI/article/view/7960

Issue

Section

New Scientific and Technical Advances in Research