Towards a causal framework for intelligent agents development

Hector G. Ceballos, Francisco J. Cantu

Resultado de la investigación: Capítulo del libro/informe/acta de congresoContribución a la conferencia

1 Cita (Scopus)

Resumen

In this paper we present a Causal Artificial Intelligence Design (CAID) theory that borrows notions from Classical philosophy for modeling intelligent agents. Principles introduced by this theory are used for extending a goal-driven BDI architecture and implementing what we call Causal Agent. This architecture incorporates causal formalisms like Pearl's Do calculus and C+ which are adapted to Semantic Web knowledge representations. Our approach includes an ontological agent description that enables and justifies the instantiation of agents as part of a plan. An experimental prototype used for validating experimentally our approach is commented.

Idioma originalInglés
Título de la publicación alojada8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009
Páginas67-72
Número de páginas6
DOI
EstadoPublicada - 1 dic 2009
Evento8th Mexican International Conference on Artificial Intelligence, MICAI 2009 - Guanajuato, Guanajuato, México
Duración: 9 nov 200913 nov 2009

Serie de la publicación

Nombre8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009

Otros

Otros8th Mexican International Conference on Artificial Intelligence, MICAI 2009
PaísMéxico
CiudadGuanajuato, Guanajuato
Período9/11/0913/11/09

Huella dactilar

Intelligent agents
Knowledge representation
Semantic Web
Artificial intelligence

Citar esto

Ceballos, H. G., & Cantu, F. J. (2009). Towards a causal framework for intelligent agents development. En 8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009 (pp. 67-72). [5372714] (8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009). https://doi.org/10.1109/MICAI.2009.12
Ceballos, Hector G. ; Cantu, Francisco J. / Towards a causal framework for intelligent agents development. 8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009. 2009. pp. 67-72 (8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009).
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Ceballos, HG & Cantu, FJ 2009, Towards a causal framework for intelligent agents development. En 8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009., 5372714, 8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009, pp. 67-72, 8th Mexican International Conference on Artificial Intelligence, MICAI 2009, Guanajuato, Guanajuato, México, 9/11/09. https://doi.org/10.1109/MICAI.2009.12

Towards a causal framework for intelligent agents development. / Ceballos, Hector G.; Cantu, Francisco J.

8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009. 2009. p. 67-72 5372714 (8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009).

Resultado de la investigación: Capítulo del libro/informe/acta de congresoContribución a la conferencia

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Ceballos HG, Cantu FJ. Towards a causal framework for intelligent agents development. En 8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009. 2009. p. 67-72. 5372714. (8th Mexican International Conference on Artificial Intelligence - Proceedings of the Special Session, MICAI 2009). https://doi.org/10.1109/MICAI.2009.12