Gal A. Kaminka: Publications

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Distinguishing Between Intentional and Unintentional Sequences of Actions

Elisheva Bonchek-Dokow, Gal A. Kaminka, and Carmel Domshlak. Distinguishing Between Intentional and Unintentional Sequences of Actions. In International Conference on Cognitive Modeling (ICCM-09), 2009.
A slightly different version of this paper also appears in the Plan, Activity, and Intention Recognition (PAIR) workshop at IJCAI 2009.

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Abstract

Human beings, from the very young age of 18 months, have been shown to be able to extrapolate intentions from actions. That is, upon viewing another human executing a series of actions, the observer can guess the underlying intention, even before the goal has been achieved, and even when the performer failed at achieving the goal. We identify an important preliminary stage in this process, that of determining whether or not an action stream exhibits any intentionality at all. We propose a model for this ability and evaluate it in several experiment environments.

Additional Information

@InProceedings{iccm09elisheva,
  author = 	 {Elisheva Bonchek-Dokow and Gal A. Kaminka and Carmel Domshlak},
  title = 	 {Distinguishing Between Intentional and Unintentional Sequences of Actions},
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  booktitle = {International Conference on Cognitive Modeling ({ICCM}-09)},
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  year = 	 {2009},
  abstract = {Human beings, from the very young age of 18 months, have been shown to be able to extrapolate intentions from actions. That is, upon viewing another human executing a series of actions, the observer can guess the underlying intention, even before the goal has been achieved, and even when the performer failed at achieving the goal. We identify an important preliminary stage in this process, that of determining whether or not an action stream exhibits any intentionality at all. We propose a model for this ability and evaluate it in several experiment environments.},
  wwwnote = {A slightly different version of this paper also appears in the Plan, Activity, and Intention Recognition (PAIR) workshop at IJCAI 2009.},
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