ML Anthology

Understanding Behavior Using Consolidation

Tom Bylander, B. Chandrasekaran
IJCAI 1985 pp. 450-454
/ijcai/1985/bylander1985ijcai-understanding/

Abstract

In this paper, we wish to make three contributions to Naive Physics in the context of reasoning about devices. (1) We discuss some limitations of current qualitative simulation approaches with regard to a number of issues in understanding device behavior and point to the need for additional processes. (2) We introduce a new approach to deriving the behavior of devices called consolidation. In this approach, the behavior of a device is derived from the behavior of its components by inferring the behavior of selected substructures of the device. (3) We present an ontology of behavior and structure which is well-suited to the consolidation process. This ontology makes it possible to state rules of behavior composition, i.e., simple patterns of behavior and structure are used to infer additional behaviors.

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Text

Bylander and Chandrasekaran. "Understanding Behavior Using Consolidation." International Joint Conference on Artificial Intelligence, 1985.

Markdown

[Bylander and Chandrasekaran. "Understanding Behavior Using Consolidation." International Joint Conference on Artificial Intelligence, 1985.](https://mlanthology.org/ijcai/1985/bylander1985ijcai-understanding/)

BibTeX

@inproceedings{bylander1985ijcai-understanding,
  title     = {{Understanding Behavior Using Consolidation}},
  author    = {Bylander, Tom and Chandrasekaran, B.},
  booktitle = {International Joint Conference on Artificial Intelligence},
  year      = {1985},
  pages     = {450-454},
  url       = {https://mlanthology.org/ijcai/1985/bylander1985ijcai-understanding/}
}