Department of Computer Science

Machine Learning Research Group

University of Texas at Austin Artificial Intelligence Lab

Publications: Cognitive Science

Cognitive Science attempts to build computational models of human (and animal) cognitive processes in order to improve our understanding of natural intelligent systems. It is closely tied to research in cognitive psychology.
  1. Integrating Theory and Data in Category Learning
    [Details] [PDF]
    Raymond J. Mooney
    In G. V. Nakamura and D. L. Medin and R. Taraban, editors, Categorization by Humans and Machines, 189-218, 1993.
  2. Induction Over the Unexplained: Using Overly-General Domain Theories to Aid Concept Learning
    [Details] [PDF]
    Raymond J. Mooney
    Machine Learning, 10:79-110, 1993.
  3. Schema acquisition from a single example
    [Details] [PDF]
    W. Ahn, W. F. Brewer and Raymond J. Mooney
    Journal of Experimental Psychology: Learning, Memory, and Cognition, 18:391-412, 1992.
  4. Learning Plan Schemata From Observation: Explanation-Based Learning for Plan Recognition
    [Details] [PDF]
    Raymond J. Mooney
    Cognitive Science, 14(4):483-509, 1990.
  5. Integrated Learning of Words and their Underlying Concepts
    [Details] [PDF]
    Raymond J. Mooney
    In Proceedings of the Ninth Annual Conference of the Cognitive Science Society, 947-978, Seattle, WA, July 1987.
  6. Schema Acquisition from One Example: Psychological Evidence for Explanation-Based Learning
    [Details] [PDF]
    W. Ahn, Raymond J. Mooney, W.F. Brewer and G.F. DeJong
    In Proceedings of the Ninth Annual Conference of the Cognitive Science Society, 50-57, Seattle, WA, July 1987.