Rational Nonmonotonic Reasoning
Abstract
Nonmonotonic reasoning is a pattern of reasoning that allows an agent to make and retract (tentative) conclusions from inconclusive evidence. This paper gives a possible-worlds interpretation of the nonmonotonic reasoning problem based on standard decision theory and the emerging probability logic. The system's central principle is that a tentative conclusion is a decision to make a bet, not an assertion of fact. The system is rational, and as sound as the proof theory of its underlying probability log.
Cite
Text
Kadie. "Rational Nonmonotonic Reasoning." Conference on Uncertainty in Artificial Intelligence, 1988.Markdown
[Kadie. "Rational Nonmonotonic Reasoning." Conference on Uncertainty in Artificial Intelligence, 1988.](https://mlanthology.org/uai/1988/kadie1988uai-rational/)BibTeX
@inproceedings{kadie1988uai-rational,
title = {{Rational Nonmonotonic Reasoning}},
author = {Kadie, Carl},
booktitle = {Conference on Uncertainty in Artificial Intelligence},
year = {1988},
url = {https://mlanthology.org/uai/1988/kadie1988uai-rational/}
}