Language Learning for the Autonomous Mental Development of Conversational Agents

Created by W.Langdon from gp-bibliography.bib Revision:1.8129

@InProceedings{Hong:2006:ICONIP,

• author = "Jin-hyuk Hong and Sungsoo Lim and Sung-bae Cho",
• title = "Language Learning for the Autonomous Mental Development of Conversational Agents",
• booktitle = "13th International Conference on Neural Information Processing, ICONIP 2006, Part III",
• year = "2006",
• editor = "Irwin King and Jun Wang and Lai-Wan Chan and DeLiang Wang",
• volume = "4234",
• series = "Lecture Notes in Computer Science",
• pages = "892--0899",
• address = "Hong Kong",
• month = oct # " 3-6",
• publisher = "Springer",
• keywords = "genetic algorithms, genetic programming",
• isbn13 = "978-3-540-46484-6",
• annote = "The Pennsylvania State University CiteSeerX Archives",
• bibsource = "OAI-PMH server at citeseerx.ist.psu.edu",
• language = "en",
• oai = "oai:CiteSeerX.psu:10.1.1.457.234",
• rights = "Metadata may be used without restrictions as long as the oai identifier remains attached to it.",
• URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.457.234",
• URL = "http://sclab.yonsei.ac.kr/publications/Papers/LNCS/ICONIP06_JHHong2.pdf",
• DOI = "doi:10.1007/11893295_98",
• 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