Language Learning for the Autonomous Mental Development of Conversational Agents
Created by W.Langdon from
gp-bibliography.bib Revision:1.8010
- @InProceedings{Hong:2006:ICONIP,
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author = "Jin-hyuk Hong and Sungsoo Lim and Sung-bae Cho",
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title = "Language Learning for the Autonomous Mental
Development of Conversational Agents",
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booktitle = "13th International Conference on Neural Information
Processing, ICONIP 2006, Part III",
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year = "2006",
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editor = "Irwin King and Jun Wang and Lai-Wan Chan and
DeLiang Wang",
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volume = "4234",
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series = "Lecture Notes in Computer Science",
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pages = "892--0899",
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address = "Hong Kong",
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month = oct # " 3-6",
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publisher = "Springer",
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keywords = "genetic algorithms, genetic programming",
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isbn13 = "978-3-540-46484-6",
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annote = "The Pennsylvania State University CiteSeerX Archives",
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bibsource = "OAI-PMH server at citeseerx.ist.psu.edu",
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language = "en",
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oai = "oai:CiteSeerX.psu:10.1.1.457.234",
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rights = "Metadata may be used without restrictions as long as
the oai identifier remains attached to it.",
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URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.457.234",
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URL = "http://sclab.yonsei.ac.kr/publications/Papers/LNCS/ICONIP06_JHHong2.pdf",
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DOI = "doi:10.1007/11893295_98",
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abstract = "Since the manual construction of our knowledge-base
has several crucial limitations when applied to
intelligent systems, mental development has been
investigated in recent years. Autonomous mental
development is a new paradigm for developing autonomous
machines, which are adaptive and flexible to the
environment. Language development, a kind of mental
development, is an important aspect of intelligent
conversational agents. In this paper, we propose an
intelligent conversational agent and its language
development mechanism by putting together five
promising techniques; Bayesian networks, pattern
matching, finite state machines, templates, and genetic
programming. Knowledge acquisition implemented by
finite state machines and templates, and language
learning by genetic programming are developed for
language development. Several illustrations and
usability tests show the usefulness of the proposed
developmental conversational agent.",
- }
Genetic Programming entries for
Jin-Hyuk Hong
Sung-Soo Lim
Sung Bae Cho
Citations