The Metacognitive Loop: An Architecture for Building Robust Intelligent Systems

@inproceedings{Shahri2010TheML,
  title={The Metacognitive Loop: An Architecture for Building Robust Intelligent Systems},
  author={Hamid Haidarian Shahri and Wikum Dinalankara and Scott Fults and Shomir Wilson and Donald Perlis and Matthew D. Schmill and Tim Oates and Darsana P. Josyula and Michael L. Anderson},
  booktitle={AAAI Fall Symposium: Commonsense Knowledge},
  year={2010}
}
What commonsense knowledge do intelligent systems need, in order to recover from failures or deal with unexpected situations? It is impractical to represent predetermined solutions to deal with every unanticipated situation or provide predetermined fixes for all the different ways in which systems may fail. We contend that intelligent systems require only a finite set of anomaly-handling strategies to muddle through anomalous situations. We describe a generalized metacognition module that… CONTINUE READING
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