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10.1109/SASOW.2010.61guideproceedingsArticle/Chapter ViewAbstractPublication PagesConference Proceedingsacm-pubtype
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Learning from Observing: Vision and POIROT - Using Metareasoning for Self Adaptation

Published: 27 September 2010 Publication History

Abstract

We present a cognitive architecture that heavily utilizes metareasoning for self adaptation,. The architecture is derived in part from neuroscience data and theories about the operation of the human vision system. We also discuss how this architecture is applied in the POIROT system, which learns web services workflow from “observing” a small number of expert examples.

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Published In

cover image Guide Proceedings
SASOW '10: Proceedings of the 2010 Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshop
September 2010
323 pages
ISBN:9780769542294

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IEEE Computer Society

United States

Publication History

Published: 27 September 2010

Author Tags

  1. active vision
  2. cogntive architecture
  3. learning
  4. metreasoning
  5. neuroscience
  6. self adaptive
  7. vision

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