Encoding Probabilistic Causal Model in Probabilistic Action Language
Abstract
Pearl's probabilistic causal model has been used in many domains to reason about causality. Pearl's treatment of actions is very diffewnt from the way actions are represented explicitly in action languages. In this paper we show how to encode Pearl's probabilistic causal model in the action language PAL thus relating this two distinct approaches to reasoning about actions.
Cite
Text
Nam and Baral. "Encoding Probabilistic Causal Model in Probabilistic Action Language." AAAI Conference on Artificial Intelligence, 2004.Markdown
[Nam and Baral. "Encoding Probabilistic Causal Model in Probabilistic Action Language." AAAI Conference on Artificial Intelligence, 2004.](https://mlanthology.org/aaai/2004/nam2004aaai-encoding/)BibTeX
@inproceedings{nam2004aaai-encoding,
title = {{Encoding Probabilistic Causal Model in Probabilistic Action Language}},
author = {Nam, Tran Hoai and Baral, Chitta},
booktitle = {AAAI Conference on Artificial Intelligence},
year = {2004},
pages = {305-310},
url = {https://mlanthology.org/aaai/2004/nam2004aaai-encoding/}
}