Abstract
The main purpose of this work is to explore the application of Memory Based Reasoning (MBR) to adaptive behavior in agents. We discuss the design of an interface agent for e-mail management assistance as a prototype for the experimental assesment of an MBR learning algorithm performance. Results are discussed and a brief summary of conclusions follows, as well as a sketch of future work to be done.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Aguera, A.S.: Razonamiento Basado en la Memoria y Comportamiento Adaptivo de Agentes, Tesis para obtener el grado de Maestra en Inteligencia Artificial, Universidad Veracruzana (1999)
Aguera, A.S., Guerra, A.: Aprendizaje en Agentes Autonomos, XIV Seminario Internacional de Ingeniería y Ciencias Básicas, Apizaco, Tlax. México (1998)
Aguirre, A.E.: Bayes Versión 1.0, Manual del Usuario, Maestría en Inteligencia Artificial, México (1998)
Boone, G.: Concept Features in Re: Agent, an Intelligent Email Agent. In: The Second International Conference on Autonomous Agents (Agents 1998), Minneapolis/ St. Paul, May 10-13 (1998) (to appear)
Kaelbling, L.P.: Learning in Embedded Systems. The MIT Press, Cambridge (1993)
Kasif, S., Salzberg, S., Waltz, D., Rachlin, J., Aha, D.: Towards a Framework for Memory-Based Reasoning (1997)
Laurel, B.: Interface Agents: methaphors with character. In: Laurel, B. (ed.) The Art Human Computer Interface Design. Addison-Wesley, United States (1990)
Lieberman, H.: Autonomous Interface Agents. MIT Media Lab, Cambridge (1997)
Maes, P., Kozierok, R.: Learning Interface Agents. In: Proc. of the Eleventh National Conf. on Artificial Intelligence, Whashington, D.C, pp. 459–465. MIT Press, Cambridge (1993)
Maes, P.: Agents that Reduce Work and Information Overload. Communications of the ACM 37(7), 31–40 (1994)
Mitchell, T., Caruana, R., Freitag, D., Zabowski, D.: Experience with a Learning Personal Assistant. Communications of the ACM 37(7), 81–91 (1994)
Nwana, H.S.: Software Agents: An Overview. Knolowdge Enginnering Review 11(3), 205–244 (1996)
Stanfill, C., Waltz, D.: Toward Memory-Based Reasoning. Communications of the ACM 29(8) (December 1986)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2000 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Aguera, A.S., Guerra, A., Martínez, M. (2000). Memory Based Reasoning and Agents Adaptive Behavior. In: Cairó, O., Sucar, L.E., Cantu, F.J. (eds) MICAI 2000: Advances in Artificial Intelligence. MICAI 2000. Lecture Notes in Computer Science(), vol 1793. Springer, Berlin, Heidelberg. https://doi.org/10.1007/10720076_55
Download citation
DOI: https://doi.org/10.1007/10720076_55
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-67354-5
Online ISBN: 978-3-540-45562-2
eBook Packages: Springer Book Archive