Abstract
This work deals with the research on intelligent virtual creatures and cognitive architectures to control them. Particularly, we are interested in studying how the use of episodic memory could be useful to improve a cognitive architecture in such a task. Episodic memory is a neurocognitive mechanism for accessing past experiences that naturally makes part of human process of decision making, which usually enhances the chances of a successful behavior. Even though there are already some initiatives in such a path, we are still very far from this being a well known technology to be widely embedded in our intelligent agents. In this work we report on our ongoing efforts to bring up such technology by building up a cognitive architecture where episodic memory is a central capability.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Aylett, R., Cavazza, M.: Intelligent virtual environments: A state-of-the-art report. In: Eurographics 2001, STAR Reports, vol. 2001, pp. 87–109 (2001)
Balkenius, C.: Natural Intelligence in Artificial Creatures. Lund University Cognitive Studies (1995)
Brom, C., Peskova, K., Lukavsky, J.: What does your actor remember – towards characters with a full episodic memory. In: Cavazza, M., Donikian, S. (eds.) ICVS-VirtStory 2007. LNCS, vol. 4871, pp. 89–101. Springer, Heidelberg (2007)
Dean, J.: Animats and what they can tell us. Trends in Cognitive Sciences 2(2) (1998)
Deutsch, T., Gruber, A., Lang, R., Velik, V.: Episodic memory for autonomous agents. In: Proceedings of IEEE HSI Human System Interactions Conference, Krakow, Poland (2008)
Dodd, W.: The Design of Procedural, Semantic and Episodic Memory Systems for a Cognitive Robot. Master’s thesis, Vanderbilt University (2005)
Franklin, S., Graesser, A.: Is it an agent, or just a program? A taxonomy for autonomous agents. In: Tambe, M., Müller, J., Wooldridge, M.J. (eds.) IJCAI-WS 1995 and ATAL 1995. LNCS, vol. 1037, Springer, Heidelberg (1996)
Franklin, S., Kelemen, A., McCauley, L.: Ida: A cognitive agent architecture. In: IEEE Conf. on Systems, Man and Cybernetic. IEEE Press, Los Alamitos (1998)
Ho, W.C., Dautenhahn, K., Nehaniv, C.L.: Autobiographic agents in dynamic virtual environments - performance comparison for different memory control architectures. In: Proceedings of IEEE Congress on Evolutionary Computation, pp. 573–580 (2005)
Isla, D., Blumberg, D.: New challenges for character-based ai for games. In: Proceedings of the AAAI Spring Symposium on AI and Interactive Entertainment, Palo Alto, CA (2002)
Kim, J.H., Lee, K.H., Kim, Y.D.: The origin of artificial species: Genetic robot. International Journal of Control, Automation and Systems 3(4), 564–570 (2005)
Kuppuswami, N.S., Se-Hyoung, C., Jong-Hwan, K.: A cognitive control architecture for an artificial creature using episodic memory. In: Proc. SICE-ICASE Int. Joint Conf., Busan, Korea, pp. 3104–3110 (2006)
Langley, P., Laird, J.: Cognitive architectures: Research issues and challenges. Cognitive Systems Research 10(2), 141–160 (2009)
Nuxoll, A.M.: Enhancing Intelligent Agents with Episodic Memory. Ph.D. thesis, University of Michigan (2007)
Tecuci, D.: Generic Episodic Memory Module. Tech. rep., University of Texas in Austin (2005)
Tecuci, D.: A Generic Memory Module for Events. Ph.D. thesis, University of Texas in Austin (2007)
Tulving, E.: Concepts of human memory. In: Squire, L., Lynch, G., Weinberger, N.M., McGaugh, J.L. (eds.) Memory: Organization and locus of change, pp. 3–32. Oxford Univ. press, Oxford (1991)
Tulving, E.: Episodic memory: From mind to brain. Annual Review of Psychology 53, 1–25 (2002)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this chapter
Cite this chapter
de Castro, E.C., Gudwin, R.R. (2010). An Episodic Memory Implementation for a Virtual Creature. In: Magnani, L., Carnielli, W., Pizzi, C. (eds) Model-Based Reasoning in Science and Technology. Studies in Computational Intelligence, vol 314. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-15223-8_22
Download citation
DOI: https://doi.org/10.1007/978-3-642-15223-8_22
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-15222-1
Online ISBN: 978-3-642-15223-8
eBook Packages: EngineeringEngineering (R0)