On Learning and Logic

Abstract

A brief survey is given of learning theory in a logic framework, concluding with some topics for further research. The idea of learning using logic is traced back to Turing’s 1951 radio address [15]. An early seminal result is that clauses have a least general generalization [18]. Another important concept is inverse resolution [16]. As the most common formalism is logic programs, the area is often referred to as inductive logic programming, with yearly ILP conferences since 1991.

Cite

Text

Turán. "On Learning and Logic." Annual Conference on Computational Learning Theory, 2006. doi:10.1007/11776420_2

Markdown

[Turán. "On Learning and Logic." Annual Conference on Computational Learning Theory, 2006.](https://mlanthology.org/colt/2006/turan2006colt-learning/) doi:10.1007/11776420_2

BibTeX

@inproceedings{turan2006colt-learning,
  title     = {{On Learning and Logic}},
  author    = {Turán, György},
  booktitle = {Annual Conference on Computational Learning Theory},
  year      = {2006},
  pages     = {2-3},
  doi       = {10.1007/11776420_2},
  url       = {https://mlanthology.org/colt/2006/turan2006colt-learning/}
}