Failsafe - A Floor Planner That Uses EBG to Learn from Its Failures
Abstract
Analysis of failed problem solving efforts enables people to guide subsequent problem solving to avoid similar failures. This kind of learning while doing is essential in complex domains. We define Explanation-based Learning from Failure (ELF), a technique for achieving such a capability, and describe its prototype implementation in Failsafe, a Prolog program that learns from failure while solving floor planning problems.
Cite
Text
Mostow and Bhatnagar. "Failsafe - A Floor Planner That Uses EBG to Learn from Its Failures." International Joint Conference on Artificial Intelligence, 1987.Markdown
[Mostow and Bhatnagar. "Failsafe - A Floor Planner That Uses EBG to Learn from Its Failures." International Joint Conference on Artificial Intelligence, 1987.](https://mlanthology.org/ijcai/1987/mostow1987ijcai-failsafe/)BibTeX
@inproceedings{mostow1987ijcai-failsafe,
title = {{Failsafe - A Floor Planner That Uses EBG to Learn from Its Failures}},
author = {Mostow, Jack and Bhatnagar, Neeraj},
booktitle = {International Joint Conference on Artificial Intelligence},
year = {1987},
pages = {249-255},
url = {https://mlanthology.org/ijcai/1987/mostow1987ijcai-failsafe/}
}