Autonomous Language Development Using Dialogue-Act Templates and Genetic Programming

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

@Article{Hong:2007:TEC,

• title = "Autonomous Language Development Using Dialogue-Act Templates and Genetic Programming",
• author = "Jin-Hyuk Hong and Sungsoo Lim and Sung-Bae Cho",
• journal = "IEEE Transactions on Evolutionary Computation",
• year = "2007",
• volume = "11",
• number = "2",
• pages = "213--225",
• month = apr,
• keywords = "genetic algorithms, genetic programming, belief networks, finite state machines, knowledge acquisition, pattern matching, software agents, Bayesian networks, autonomous language development, autonomous machines, autonomous mental development, behavioural patterns, dialogue-act templates, finite-state machines, genetic programming, intelligent conversational agents, knowledge acquisition, knowledge bases, pattern matching",
• DOI = "doi:10.1109/TEVC.2006.890265",
• ISSN = "1089-778X",
• abstract = "In recent years, the concept of autonomous mental development (AMD) has been applied to the construction of artificial systems such as conversational agents, in order to resolve some of the difficulties involved in the manual definition of their knowledge bases and behavioural patterns. AMD 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. 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 (GP). Knowledge acquisition implemented by finite-state machines and templates, and language learning by GP are used 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