Utilizing case-based reasoning and automatic case elicitation to develop a self-taught knowledgeable agent

AAAI Workshop - Technical Report

Volumn WS-04-04, Issue , 2004, Pages 77-81

  Powell, Jay H ^a   Hauff, Brandon M ^a   Hastings, John D ^a  

^a UNIVERSITY OF NEBRASKA AT KEARNEY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; INFORMATION SCIENCE; KNOWLEDGE ACQUISITION; KNOWLEDGE BASED SYSTEMS; LEARNING SYSTEMS; MATHEMATICAL MODELS; STRATEGIC PLANNING;

AUTOMATIC CASE ELICITATION; CASE-BASED REASONING (CBR); DOMAIN KNOWLEDGE; SELF-TAUGHT KNOWLEDGEABLE AGENTS;

AUTONOMOUS AGENTS;

EID: 26944462140     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. Aamodt, A., and Plaza, E. 1994. Case-based reasoning: Foundational issues, methodological variations, and system approaches. AI Communications 7(1):39-59.
2. Bergmann, R.; Althoff, K.-D.; Breen, S.; Göker, M.; Manago, M.; Traphöner, R.; and Wess, S. 2003. Developing Industrial Case-based Reasoning Applications: The INRECA Methodology. Number 1612 in Lecture Notes in Artificial Intelligence. Springer Verlag, 2nd edition.
3. DeJong, K. A., and Shultz, A. C. 1988. Using experience-based learning in game-playing. In Proceedings of the Fifth International Conference on Machine Learning, 284-290. San Mateo, California: Morgan Kaufmann.
4. Fasciano, M. J. 1996. Real-time case-based reasoning in a complex world. Technical Report TR-96-05, Computer Science Department, University of Chicago.
5. Flinter, S., and Keane, M. T. 1995. On the automatic generation of case libraries by chunking chess games. In Proceedings of the First International Conference on Case Based Reasoning (ICCBR-95), LNAI 1010, 421-430. Springer Verlag.
6. Goodman, M. 1993. Projective visualization: Acting from experience. In Proceedings of the Eleventh National Conference on Artificial Intelligence (AAAI-93), 54-59. Menlo Park, Calif.: AAAI Press.
7. Goodman, M. 1994. Results on controlling action with projective visualization. In Proceedings of the Twelfth National Conference on Artificial Intelligence (AAAI-94), 1245-1250. Menlo Park, Calif.: AAAI Press.
8. Kolodner, J. 1993. Case-based reasoning. San Mateo, Calif.: Morgan Kaufmann.
9. Laird, J. E., and van Lent, M. 2001. Human-level ai's killer application: Interactive computer games. In AI Magazine, volume 2, 15-26. AAAI Press / The MIT Press.
10. Mukkamalla, S., and Muñoz-Avila, H. 2002. Case acquisition in a project planning environment. In Proceedings of the Sixth European Conference on Case-based Reasoning (ECCBR-02), LNAI 2416, 264-277. Springer-Verlag.
11. Shih, J. 2001. Sequential instance-based learning for planning in the context of an imperfect information game. In Proceedings of the Fourth International Conference on Case-Based Reasoning (ICCBR-01), LNAI 2080, 483-501. Springer-Verlag.
12. Sinclair, D. 1998. Using example-based reasoning for selective move generation in two player adversarial games. In Proceedings of the Fourth European Workshop on Case-Based Reasoning (EWCBR-98), LNAI 1488, 126-135. Springer-Verlag.