Constructing Deliberative Agents with Case-Based Reasoning Technology

International Journal of Intelligent Systems

Volumn 18, Issue 12, 2003, Pages 1227-1241

  Corchado, J M ^a   Laza, R ^b  

^a UNIVERSITY OF SALAMANCA   (Spain)

^b UNIVERSITY OF VIGO   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER NETWORKS; ELECTRONIC COMMERCE; ERROR ANALYSIS; INFORMATION DISSEMINATION; INFORMATION USE; INTERNET; LEARNING SYSTEMS;

CASE-BASED REASONING (CBR) SYSTEMS;

KNOWLEDGE BASED SYSTEMS;

EID: 0344012555     PISSN: 08848173     EISSN: None     Source Type: Journal    
DOI: 10.1002/int.10138     Document Type: Article

References (32)

1. Wooldridge M. Intelligent agents. Multiagent systems. A modern approach to distributed artificial inteligence. Weiss G, editor. Cambridge, MA: MIT Press; 1999. pp 27-77.
2. Wooldridge M, Jennings NR. Agent theories, architectures, and languages: A survey. In: Proc ECAI-94 Workshop on Agent Theories, Architectures, and Languages, Amsterdam, The Netherlands, 1994. pp 1-32.
3. Jennings NR. On being responsible. In: Decentralized AI 3, Proceedings of the Third European Workshop on Modelling Autonomous Agents in a Multi-Agent World (MAAMAW-91). Werner E, Demazeau Y, editors. Amsterdam, The Netherlands: North Holland; 1992. pp 93-102.
4. Rao AS, Georgeff MP. Modeling rational agents within a BDI-architecture. Proc 2nd Int Conf on Principles of Knowledge Representation and Reasoning. In: Allen J, Fikes R, Sandewall E, editors. San Mateo, CA: Morgan Kaufmann Publishers; 1991. pp 473-484.
5. Bratman ME. Intentions, plans, and practical reason. Cambridge, MA: Harvard University Press; 1987.
6. Kinny D, Georgeff M. Commitment and effectiveness of situated agents. In: Proc 12th Int Joint Conf on Artificial Intelligence (IJCAI'91), Sydney, Australia, 1991. pp 82-88.
7. Cohen PR, Levesque HJ. Intention is choice with commitment. Artif Intell 1990;42(3): 213-261.
8. Kinny D, Ljungberg M, Rao AS, Sonenberg EA, Tidhar G, Werner E. Planned team activity. In: Artificial Social Systems. Lecture Notes in Artificial Intelligence (LNAI-830), Amsterdam, The Netherlands: Springer Verlag; 1994. pp 227-256.
9. Georgeff MP, Lansky AL. Procedural knowledge. In: Proc IEEE Special Issue on Knowledge Representation, Vol. 74, 1986. pp 1383-1398.
10. Shoham Y. Agent-oriented programming. Artif Intell 1993;60(1):51-92.
11. Rao AS, Georgeff MP. BDI agents: From theory to practice. In: 1st Int Conf on Multi-Agent Systems (ICMAS-95). San Francisco, CA, June 1995.
12. Caplan LJ, Schooler C. Problem solving by reference to rules or previous episodes: The effects of organized training, analogical models, and subsequent complexity of experience. Mem Cogn 1940; 18(2):215-227.
13. Feret MP, Glasgow JI. Explanation-aided diagnosis for complex devices. In: Proc 12th Natl Conf an Artificial Intelligence (AAAI-94), Seattle, WA, August 1994. pp 576-581.
14. Napoli A, Lieber J, Curien R. A formal analysis of case-based reasoning in an object-based representation context. In: Faltings B, Smith I, editors. In: 3rd Eur Workshop and Case-Based Reasoning, Lausane, Lecture Notes in Artificial Intelligence, 1168, Springer-Verlag, Berlin, 1996. pp 295-308.
15. Glez-Bedia M, Corchado JM. Constructing autonomous distributed systems using CBR-BDI agents. In: Innovation in knowledge engineering. Faucher C, Jain L, Ichalkaranje N, editors. Magil, Adelaide, Australia: Advanced Knowledge International; 2003. pp 275-301.
16. Bergmann R, Wilke W. Towards a new formal model of transformational adaptation in case-based reasoning. In: Eur Conf on artificial Intelligence (ECAI'98), New York: John Wiley and Sons; 1998. pp 28-43.
17. Wendler J, Lenz M. CBR for dynamic situation assessment in an agent-oriented setting. In: Proc AAAI-98 Workshop on CBR Integrations, Madison, WI, 1998.
18. Olivia C, Chang CF, Enguix CF, Ghose AK. Case-based BDI agents: An effective approach for intelligent search on the World Wide Web. AAAI Spring Symp on Intelligent Agents, March 22-24, 1999, Stanford University, CA, 1999.
19. Riesbeck CK, Schank DB. Inside case based reasoning. Hillsdale, NJ: Lawrence Erlbaum Assoc.; 1989.
20. Glez-Bedia M, Corchado JM, Corchado ES, Fyfe C. Analytical model for constructing deliberative agents. Eng Intell Syst 2002;3:173-185.
21. Watson I, Marir F. Case-based reasoning: A review. Knowl Eng Rev 1994;9(3):355-381.
22. Corchado JM, Lees B. A hybrid case-based model for forecasting. Appl Artif Intell 2001;15(2):105-127.
23. Bratman ME, Israel D, Pollack ME. Plans and resource-bounded practical reasoning. Computat Intell 1988;4:349-355.
24. Corchado JM, Aiken J. Hybrid artificial intelligence methods in oceanographic forecasting models. IEEE Syst Man Cybern Trans C 2002;32(4):307-313.
25. Gärdenfors P, Rott H. Belief revision. In: Handbook of logic in artificial intelligence and logic programming, Vol 4, Chap 4.2. 1995. pp 32-87.
26. Corchado JM, Laza R, Borrajo L, Yañez JC, Valifto M. Increasing the autonomy of deliberative agents with a case-based reasoning system. Int J Computat Intell Appl 2003;3(1): 101-119.
27. Watson I, Gadingen D. A distributed case-based reasoning application for engineering sales support. In: Proc of IJCAI-99, Vol. 1. San Mateo, CA: Morgan Kaufmann Publishers, Inc. 1999. pp 600-605.
28. Weiß G. Adaptation and learning in multi-agent systems: Some remarks and Bibliography. In: Proc IJCAT'95 Workshop, Montreal, Canada, August 1996. pp 1-25.
29. Fyfe C, Corchado JM. Automating the construction of CBR systems using Kernel methods. Int J Intell Syst 2001;16(4):574-586.
30. Schulz F, Wagner D, Weihe K. Dijkstra's algorithm on-line: An empirical case study from public railroad transport. Algorithm Engineering: 3rd International Workshop, WAE'99, London, UK, 1999. pp 110-123.
31. Pavón R, Laza R, Gómez-Rguez A, Corchado JM. Improving the revision stage of a CBR system with belief revision techniques. Comput Inf Syst J 2001;8(2):40-45.
32. Móra MC, Lopes JG, Viccari RM, Coelho H. BDI models and systems: Reducing the gap. In: Proceedings of the Workshop on Agent Theories, Architectures, and Languages (ATAL '98), July 4-7, 1998, Paris. pp 153-167.