Memory formation, consolidation, and forgetting in learning agents

11th International Conference on Autonomous Agents and Multiagent Systems 2012, AAMAS 2012: Innovative Applications Track

Volumn 1, Issue , 2012, Pages 424-431

  Subagdja, Budhitama ^a   Wang, Wenwen ^a   Tan, Ah Hwee ^a   Tan, Yuan Sin ^b   Teow, Loo Nin ^b  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^b DSO NATIONAL LABORATORIES   (Singapore)

Author keywords

Adaptive Resonance Theory; Forgetting; Memory

Indexed keywords

AUTONOMOUS AGENTS; DATA STORAGE EQUIPMENT; MULTI AGENT SYSTEMS;

ADAPTIVE RESONANCE THEORY; COMPUTATIONAL RESOURCES; CONSOLIDATION PROCESS; EFFECTIVE APPROACHES; FORGETTING; FORGETTING MECHANISMS; MEMORY CONSOLIDATION; NEUROPSYCHOLOGICAL;

INTELLIGENT AGENTS;

EID: 84899453984     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. C. Becker-Asano and I. Wachsmuth. Affective computing with primary and secondary emotions in a virtual human. Autonomous Agents and Multi-Agent Systems, 20(1):32-49, 2010.
2. C. Brom, T. Korenko, and J. Lukavsky. How do place and objects combine? what-where? memory for human-like agents. Intelligent Virtual Agents, LNCS 5773, pages 42-48. Springer Berlin, 2009.
3. M. A. Conway, J. M. Gardiner, T. J. Perfect, S. J. Anderson, and G. M. Cohen. Changes in memory awareness during learning: The acquisition of knowledge by psychology undergraduates. Journal of Experimental Psychology, 126(4):393-413, 1997.
4. E. Erdem and F. Paolo. Forgetting actions in domain descriptions. In Proceedings of the 22nd national conference on Artificial Intelligence (AAAI 2007), Volume 1, pages 409-414. AAAI Press, 2007.
5. A. S. Gupta, M. A. A. van der Meer, D. S. Touretzky, and A. D. Redish. Hippocampal replay is not a simple function of experience. Neuron, 65(5):695-705, 2010.
6. W. C. Ho, K. Dautenhahn, and C. L. Nehaniv. Computational memory architectures for autobiographic agents interacting in a complex virtual environment: A working model. Connection Science, 20(1):21-65, 2008.
7. Z. Kasap, M. B. Moussa, P. Chaudhuri, and N. Magnenat-Thalmann. Making them remember-emotional virtual characters with memory. IEEE Computer Graphics and Applications, 29(2):20-29, 2009.
8. M. Y. Lim, R. Aylett, W. C. Ho, S. Enz, and P. Vargas. A socially-aware memory for companion agents. Intelligent Virtual Agents, LNCS 5773, pages 20-26. Springer Berlin, 2009.
9. J. L. McClelland, B. L. McNaughton, and R. C. O'Reilly. Why there are complementary learning systems in the hippocampus and neocortex: Insights from the successes and failures of connectionist models of learning memory. Psychological Review, 102(3):419-457, 1995.
10. A. M. Nuxoll and J. E. Laird. Extending cognitive architecture with episodic memory. In Proceedings of the 22nd national conference on Artificial Intelligence (AAAI 2007) Volume 2, pages 1560-1565. AAAI Press, 2007.
11. C. Ranganath, A. P. Yonelinas, M. X. Cohen, C. J. Dy, S. M. Tom, and M. D'Esposito. Dissociable correlates of recollection and familiarity within the medial temporal lobes. Neuropsychologia, 42(1):2-13, 2004.
12. A. J. Silva and S. A. Josselyn. Cognitive neuroscience: The molecule of forgetfulness. Nature, 418:929-930, 2002.
13. R. S. Sutton and A. G. Barto. Reinforcement Learning: An Introduction. MIT Press, Cambridge, 1998.
14. A.-H. Tan, G. A. Carpenter, and S. Grossberg. Intelligence Through Interaction: Towards A Unified Theory for Learning. In International Symposium on Neural Networks (ISNN 2007), LNCS 4491, pages 1098-1107, Springer Berlin 2007.
15. E. Tulving. Elements of episodic memory. Oxford University Press, 1983.
16. K. Wang, A. Sattar, and K. Su. A theory of forgetting in logic programming. In Proceedings of the 20th national conference on Artificial intelligence (AAAI 2005), Volume 2, pages 682-687. AAAI Press, 2005.
17. J. T. Wixted. The psychology and neuroscience of forgetting. Annual Review of Psychology, 55:235-269, 2004.