ONYX: An Architecture for Planning in Uncertain Environments
Abstract
The ONYX program is designed to fill the need for planning in application areas where traditional planning methodology is difficult to apply. While the program being developed will assist with the planning of cancer therapy, its architecture is intended to be of use whenever goals are ill-specified, plan operators have uncertain effects, or trade-offs and unresolvable conflicts occur between goals. We describe a planning process which uses strategic information and a mechanistic model of the domain. The process consists of three steps: (1) generate a small set of plausible plans based on current data, (2) simulate those plans to predict their possible consequences, and (3) based on the results of those simulations, rank the plans according to how well each meets the goals for the situation.
Cite
Text
Langlotz et al. "ONYX: An Architecture for Planning in Uncertain Environments." International Joint Conference on Artificial Intelligence, 1985.Markdown
[Langlotz et al. "ONYX: An Architecture for Planning in Uncertain Environments." International Joint Conference on Artificial Intelligence, 1985.](https://mlanthology.org/ijcai/1985/langlotz1985ijcai-onyx/)BibTeX
@inproceedings{langlotz1985ijcai-onyx,
title = {{ONYX: An Architecture for Planning in Uncertain Environments}},
author = {Langlotz, Curtis P. and Fagan, Lawrence M. and Tu, Samson W. and Williams, John and Sikic, Branimir},
booktitle = {International Joint Conference on Artificial Intelligence},
year = {1985},
pages = {447-449},
url = {https://mlanthology.org/ijcai/1985/langlotz1985ijcai-onyx/}
}