Active inference in concept learning

Advances in Neural Information Processing Systems

Volumn , Issue , 2001, Pages

  Nelson, Jonathan D ^a   Movellan, Javier R ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONCEPT LEARNING; EXPECTED INFORMATIONS; INFORMATION GATHERING; INFORMATION GATHERING BEHAVIORS; TENENBAUM;

EXPERIMENTS;

EID: 84899011775     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Anderson, J. R. (1990). The adaptive character of thought. New Jersey: Erlbaum.
2. Fedorov, V. V. (1972). Theory of optimal experiments. New York: Academic Press.
3. Klayman, J.; Ha, Y. (1987). Confirmation, disconfirmation, and information in hypothesis testing. Psychological Review, 94, 211-228.
4. MacKay, D. J. C. (1992). Information-based objective functions for active data selection. Neural Computation, 4, 590-604.
5. Oaksford, M.; Chater, N. (1994). A rational analysis of the selection task as optimal data selection. Psychological Review, 101, 608-631.
6. Popper, K. R. (1959). The logic of scientific discovery. London: Hutchnison.
7. Tenenbaum, J. B. (2000). Rules and similarity in concept learning. In Advances in Neural Information Processing Systems, 12, Solla, S. A., Leen, T. K., Mueller, K.-R. (eds.), 59-65.
8. Wason, P. C. (1960). On the failure to eliminate hypotheses in a conceptual task. Quarterly Journal of Experimental Psychology. 12, 129-140.