A cognitive model of decision making: Chunking and the radar task
| Author(s) : | Constantine P. Papageorgiou Kathleen Carley, |
| Publisher : | N/A |
| Publication Date : | 1993 |
| ISSN : | N/A |
| Abstract : | We present Radar-Soar, a model of a cognitive agent learning to classify aircraft as friendly, neutral, or hostile based on a discrete set of characteristics. This agent is built using the Soar cognitive architecture which has as one of its main features a powerful form of explanation-based learning called chunking. We show that the performance this agent exhibits is extremely high and surpasses that of a comparable agent that has previously been built., |