A General-Purpose Machine Reasoning Engine


Erbas C.

15th International Conference on Artificial General Intelligence, AGI 2022, Washington, United States Of America, 19 - 22 August 2022, vol.13539 LNAI, pp.3-13 identifier

  • Publication Type: Conference Paper / Full Text
  • Volume: 13539 LNAI
  • Doi Number: 10.1007/978-3-031-19907-3_1
  • City: Washington
  • Country: United States Of America
  • Page Numbers: pp.3-13
  • Keywords: Explainable models, Grammar induction, Machine reasoning
  • Hacettepe University Affiliated: Yes

Abstract

We are developing a machine reasoning engine that can learn arbitrary concepts from small number of training samples, and generate explainable models which can be visualized graphically. In this article, we present our intermediate results by experimenting with problems that require reasoning with simple arithmetic, geometric shapes, logical operators, simple program syntax, and regular and context-free languages.