Learning Planning Heuristics through Observation

Dolan, Charles P.; Dyer, Michael G.

Learning Planning Heuristics through Observation

Download BibTeX Cite

Proceedings of the Ninth International Joint Conference on Artificial Intelligence. Learning and Acquisition. Pages 600-601.

Abstract

This paper discusses a method for learning thematic level structures, i.e. abstract plan/goal combinations, by observing the bad planning behavior of narrative characters. The learning method discussed is a one-trial, schema acquis~ion method, which is similar to DeJong's [DeJong, 1983]. The method uses constraint-based causal reasoning to construct a new schema which characterizes a situation. This work is part of the MORRIS project at UCLA [Dyer, 1983b].

Charles P. Dolan, and Michael G. Dyer. 1985. Learning Planning Heuristics through Observation. In Proceedings of the Ninth International Joint Conference on Artificial Intelligence, IJCAI-85. IJCAI, 600–601. https://ijcai.org/proceedings/1985/115

@inproceedings{ijcai1985p115,
  title     = {Learning Planning Heuristics through Observation},
  author    = {Dolan, Charles P. and Dyer, Michael G.},
  booktitle = {Proceedings of the Ninth International Joint Conference on
               Artificial Intelligence, {IJCAI-85}},
  publisher = {International Joint Conferences on Artificial Intelligence},
  editor    = {Aravind Joshi},
  pages     = {600--601},
  year      = {1985},
  note      = {Learning and Acquisition},
  url       = {https://ijcai.org/proceedings/1985/115},
}

TY  - CPAPER
TI  - Learning Planning Heuristics through Observation
AU  - Dolan, Charles P.
AU  - Dyer, Michael G.
T2  - Proceedings of the Ninth International Joint Conference on Artificial Intelligence, IJCAI-85
PB  - International Joint Conferences on Artificial Intelligence
PY  - 1985
SP  - 600
EP  - 601
UR  - https://ijcai.org/proceedings/1985/115
ER  -