An algorithm for self-motivated hierarchical sequence learning

Proceedings of the 10th International Conference on Cognitive Modeling, ICCM 2010

Volumn , Issue , 2010, Pages 73-78

  Georgeon, Olivier L ^a   Morgan, Jonathan H ^a   Ritter, Frank E ^a  

^a PENNSYLVANIA STATE UNIVERSITY   (United States)

Author keywords

Cognitive architectures; Computer simulation; Developmental learning; Situated cognition

Indexed keywords

BEHAVIORAL PATTERNS; COGNITIVE ARCHITECTURES; DEVELOPMENTAL LEARNING; HIERARCHICAL SEQUENCES; LEARNING BEHAVIOR; SITUATED COGNITION;

COMPUTER SIMULATION;

COGNITIVE SYSTEMS;

EID: 80054977653     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. Blank, D. S., Kumar, D., Meeden, L., & Marshall, J. (2005). Bringing up robot: Fundamental mechanisms for creating a self-motivated, self-organizing architecture. Cybernetics and Systems, 32(2).
2. Brooks, R. (1991). Intelligence without representation. Artificial Intelligence Journal, 47, 139-159.
3. Chaput, H. H. (2004). The Constructivist Learning Architecture: A model of cognitive development for robust autonomous robots. Unpublished doctoral dissertation, The University of Texas, Austin.
4. Dietterich, T. G. (2000). An Overview of MAXQ Hierarchical Reinforcement Learning. Paper presented at the SARA02 4th International Symposium on Abstraction, Reformulation, and Approximation.
5. Drescher, G. L. (1991). Made-up minds, a constructivist approach to artificial intelligence. Cambridge, MA: MIT Press.
6. Gibson, J. J. (1979). The ecological approach to visual perception. Boston: Houghton-Mifflin.
7. Harnad, S. (1990). The symbol grounding problem. Physica, D(42), 335-346.
8. Le Moigne, J.-L. (1995). Les épistémologies constructivistes. Paris: Presse Universitaire de France.
9. Newell, A. (1990). Unified Theories of Cognition. Cambridge, MA: Harvard University Press.
10. Newell, A., & Simon, H. (1975). Computer science as empirical inquiry: symbols and search. Communications of the ACM, 19(3), 113-126.
11. Piaget, J. (1937). The construction of reality in the child. New York: Basic Books.
12. Suchman, L. A. (1987). Plans and situated actions. Cambridge: Cambridge University Press.
13. Sun, R. (2004). Desiderata for cognitive architectures. Philosophical Psychology, 17(3), 341-373.
14. Sun, R., & Sessions, C. (2000). Automatic segmentation of sequences through hierarchical reinforcement learning. In R. Sun & C. L. Giles (Eds.), Sequence Learning (pp. 241-263). Berlin Heidelberg: Springer-Verlag.
15. Weng, J., McClelland, J., Pentland, A., Sporns, O., Stockman, I., Sur, M., et al. (2001). Artificial intelligence - Autonomous mental development by robots and animals. Science, 291(5504), 599-600.
16. Wilson, M. (2002). Six views of embodied cognition. Psychonomic Bulletin & Review, 9(4), 625-636.