Failsafe - A Floor Planner that Uses EBG to Learn from Its Failures

Mostow, Jack; Bhatnagar, Neeraj

Failsafe - A Floor Planner that Uses EBG to Learn from Its Failures

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Proceedings of the Tenth International Joint Conference on Artificial Intelligence. Knowledge Acquisition. Pages 249-254.

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.

Jack Mostow, and Neeraj Bhatnagar. 1987. Failsafe - A Floor Planner that Uses EBG to Learn from Its Failures. In Proceedings of the Tenth International Joint Conference on Artificial Intelligence, IJCAI-87. IJCAI, 249–254. https://ijcai.org/proceedings/1987/50

@inproceedings{ijcai1987p50,
  title     = {Failsafe - A Floor Planner that Uses EBG to Learn from Its Failures},
  author    = {Mostow, Jack and Bhatnagar, Neeraj},
  booktitle = {Proceedings of the Tenth International Joint Conference on
               Artificial Intelligence, {IJCAI-87}},
  publisher = {International Joint Conferences on Artificial Intelligence},
  editor    = {John McDermott},
  pages     = {249--254},
  year      = {1987},
  note      = {Knowledge Acquisition},
  url       = {https://ijcai.org/proceedings/1987/50},
}

TY  - CPAPER
TI  - Failsafe - A Floor Planner that Uses EBG to Learn from Its Failures
AU  - Mostow, Jack
AU  - Bhatnagar, Neeraj
T2  - Proceedings of the Tenth International Joint Conference on Artificial Intelligence, IJCAI-87
PB  - International Joint Conferences on Artificial Intelligence
PY  - 1987
SP  - 249
EP  - 254
UR  - https://ijcai.org/proceedings/1987/50
ER  -