Comparison of Instance and Strategy Models in ACT-R

Proceedings of ICCM 2009 - 9th International Conference on Cognitive Modeling

Volumn , Issue , 2009, Pages 252-257

  Gonzalez, Cleotilde ^a   Dutt, Varun ^a   Healy, Alice F ^b   Young, Michael D ^b   Bourne, Lyle E ^b  

^a CARNEGIE MELLON UNIVERSITY   (United States)

^b UNIVERSITY OF COLORADO   (United States)

Author keywords

ACT R; consistent mapping; dynamic decision making; instance based learning; strategy based learning; varied mapping

Indexed keywords

DECISION MAKING; LEARNING SYSTEMS;

ACT-R; CONSISTENT MAPPING; DYNAMIC DECISION MAKING; HUMAN DATA; INSTANCE-BASED LEARNING; LEARNING APPROACH; LEARNING MODELS; STRATEGY MODELING; STRATEGY-BASED LEARNING; VARIED MAPPING;

MAPPING;

EID: 84873748135     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. Anderson, J. R., & Lebiere, C. (1998). The atomic components of thought. NJ: Lawrence Erlbaum Associates.
2. Anderson, J. R., & Lebiere, C. (2003). The Newell test for a theory of mind. Behavioral and Brain Sciences, 26, 587-639.
3. Busemeyer, J. R., & Wang, Y.-M. (2000). Model comparisons and model selections based on generalization criterion methodology. Journal of Mathematical Psychology, 44, 171–189
4. Cassimatis, N., Bello, P., & Langley, P. (2008). Ability, breadth, and parsimony in computational models of higher-order cognition. Cognitive Science, 32, 1304-1322.
5. Dutt, V., & Gonzalez, C. (2008). Instance and strategy based models in ACT-R. Proceedings of 2008 Modeling, Simulation & Gaming (MS&G) Student Capstone Conference (p. 19). Suffolk, VA: ODU-VMASC.
6. Gluck, K., Bello, P., & Busemeyer, J. (2008). Introduction to special issue: Model comparison. Cognitive Science, 32, 1245-1247.
7. Gonzalez, C., Lerch, J. F., & Lebiere, C. (2003). Instance-based learning in dynamic decision making. Cognitive Science, 27, 591–635.
8. Gonzalez, C., & Thomas, R. P. (2008). Effects of automatic detection on dynamic decision making. Journal of Cognitive Engineering and Decision Making, 2, 328-348.
9. Lebiere, C., Gonzalez, C., & Warwick, W. (2009). Emergent complexity in a dynamic control task: Model comparison. Manuscript submitted for publication.
10. Lovett, M. C. (1998). Choice. In J. R. Anderson, & C. Lebiere (Eds.). The atomic components of thought (pp. 255-296). Mahwah, NJ: Erlbaum.
11. Nisbett R. E. (Ed.) (1993). Rules of reasoning. Erlbaum Associates.
12. Young, M. D., Healy, A. F., Gonzalez, C., & Bourne, L. E., Jr. (2007, July). The effects of training difficulty on RADAR detection. Poster presented at the joint meeting of the Experimental Psychology Society and the Psychonomic Society, Edinburgh, Scotland.