A General-Purpose Machine Reasoning Engine

Erbas C.

15th International Conference on Artificial General Intelligence, AGI 2022, Washington, Amerika Birleşik Devletleri, 19 - 22 Ağustos 2022, cilt.13539 LNAI, ss.3-13, (Tam Metin Bildiri) identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 13539 LNAI
  • Doi Numarası: 10.1007/978-3-031-19907-3_1
  • Basıldığı Şehir: Washington
  • Basıldığı Ülke: Amerika Birleşik Devletleri
  • Sayfa Sayıları: ss.3-13
  • Anahtar Kelimeler: Explainable models, Grammar induction, Machine reasoning
  • Hacettepe Üniversitesi Adresli: Evet

Özet

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.