{"type":"ScholarlyArticle","title":"Failsafe - A Floor Planner that Uses EBG to Learn from Its Failures","authors":[{"name":"Jack Mostow","slug":"jack-mostow","given":"Jack","family":"Mostow","affiliation":""},{"name":"Neeraj Bhatnagar","slug":"neeraj-bhatnagar","given":"Neeraj","family":"Bhatnagar","affiliation":""}],"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 Explanationbased 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.","doi":null,"url":"https://ijcai.org/proceedings/1987/50","pdf":"https://ijcai.org/proceedings/1987/0050.pdf","markdown":"https://ijcai.org/proceedings/1987/50.md","bibtex":"https://ijcai.org/proceedings/1987/bibtex/50","volume":{"slug":"1987","title":"Proceedings of the Tenth International Joint Conference on Artificial Intelligence","short_title":"IJCAI 1987","url":"https://ijcai.org/proceedings/1987/","year":1987,"location":"Milan, Italy","dates":"","editors":"John McDermott","isbn":"","publisher":"International Joint Conferences on Artificial Intelligence","doi_prefix":""},"section":"Knowledge Acquisition","track":"Knowledge Acquisition","number":50,"pages":{"first":249,"last":254},"keywords":[],"videos":[],"references":[],"license_note":"Copyright International Joint Conferences on Artificial Intelligence."}