Learning to Classify Observed Motor Behavior

Iba, Wayne

Learning to Classify Observed Motor Behavior

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Proceedings of the Twelfth International Joint Conference on Artificial Intelligence. Learning Be Knowledge Acquisition. Pages 732-737.

Abstract

We present a representational format for observed movements The representation has a temporal structure relating components of a single complex movement. We also present OxBow, an unsupervised learning system, which constructs classes of these movements. Empirical results indicate that the system builds abstract movement concepts with appropriate component structure allowing it to predict the latter portions of a partially observed movement.

Wayne Iba. 1991. Learning to Classify Observed Motor Behavior. In Proceedings of the Twelfth International Joint Conference on Artificial Intelligence, IJCAI-91. IJCAI, 732–737. https://ijcai.org/proceedings/1991/107

@inproceedings{ijcai1991p107,
  title     = {Learning to Classify Observed Motor Behavior},
  author    = {Iba, Wayne},
  booktitle = {Proceedings of the Twelfth International Joint Conference on
               Artificial Intelligence, {IJCAI-91}},
  publisher = {International Joint Conferences on Artificial Intelligence},
  editor    = {John Mylopoulos and Ray Reiter},
  pages     = {732--737},
  year      = {1991},
  month     = {8},
  note      = {Learning Be Knowledge Acquisition},
  url       = {https://ijcai.org/proceedings/1991/107},
}

TY  - CPAPER
TI  - Learning to Classify Observed Motor Behavior
AU  - Iba, Wayne
T2  - Proceedings of the Twelfth International Joint Conference on Artificial Intelligence, IJCAI-91
PB  - International Joint Conferences on Artificial Intelligence
PY  - 1991
SP  - 732
EP  - 737
UR  - https://ijcai.org/proceedings/1991/107
ER  -