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Learning procedural knowledge through observation
2001
Proceedings of the international conference on Knowledge capture - K-CAP 2001
The research presented here describes a framework that provides the necessary infrastructure to learn procedural knowledge from observation traces annotated with goal transition information. One instance of a learning-by-observation system, called KnoMic (Knowledge Mimic), is developed within this framework and evaluated in a complex domain. This evaluation demonstrates that learning by observation can acquire procedural knowledge and can acquire that knowledge more efficiently than standard knowledge acquisition.
doi:10.1145/500742.500765
fatcat:4mwozj53kzhwrjejj5im43t5qi