Learning in BDI multi-agent systems

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

Volumn 3259, Issue , 2004, Pages 218-233

  Guerra Hernández, Alejandro ^a   Fallah Seghrouchni, Amal El ^b   Soldano, Henry ^a  

^a UNIVERSITÉ PARIS 13   (France)

^b SORBONNE UNIVERSITÉ   (France)

Author keywords

[No Author keywords available]

Indexed keywords

DECISION THEORY; FORMAL LOGIC; LEARNING SYSTEMS; PHILOSOPHICAL ASPECTS; PROCESS CONTROL; SEMANTICS; SOFTWARE AGENTS;

LOGICAL DECISION TREES; LOGICAL SEMANTICS; MULTI-AGENT LEARNING; REASONING;

MULTI AGENT SYSTEMS;

EID: 23144443046     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-30200-1_12     Document Type: Conference Paper

References (29)

1. Bradzil, P., et.al.: Learning in Distributed Systems and Multi-Agent Environments. In: Kodratoff (ed.): Machine Learning - EWSL-91, European Working Session on Learning. Lecture Notes in Computer Science, Vol. 482. Springer-Verlag, Heidelberg, Germany (1991)
2. Bratman, M.: Intention, Plans, and Practical Reasoning. Harvard University Press, Cambridge MA., USA (1987)
3. Bratman, M., Israel, D.J., Pollack, M.E.: Plans and resource-bounded practical reasoning. Computational Intelligence. 4:349-355 (1988)
4. Blockeel, H., De Raedt, L.: Top-down induction of first-order logical decision trees. Artificial Intelligence, 101(1-2):285-297 (1998)
5. Blockeel et al., H.: Executing query packs in ILP. In: Cussens, J. and Frish, A. (eds.): Inductive Logic Programming, 10th International Conference, ILP2000, London, U.K. Lecture Notes in Artificial Intelligence, Vol. 1866, pages 60-77. Springer Verlag, Heidelberg, Germany (2000)
6. Castelfranchi, C.: Modelling Social Action for AI Agents. Artificial Intelligence, 103(1):157-182 (1998)
7. Dennett, D.C.: The Intentional Stance. MIT Press, Cambridge MA., USA (1987)
8. Charniak, E., McDermott D.: Introduction to Artificial Intelligence. Addison-Wesley, USA (1985)
9. García, F.: Apprentissage et Planification. In: Proceedings of JICAA'97 USA (1997) 15-26
10. Geddis, D.F.: Caching and First-Order inference in model elimination theorem provers. Ph.D. Thesis. Stanford University, Stanford, CA., USA (1995)
11. Georgeff M.P., Lansky A.L.: Reactive Reasoning and Planning. In: Proceedings of the Sixth National Conference on Artificial Intelligence (AAAI-87), pages 667-682, Seattle WA., USA (1987)
12. Georgeff, M.P., Rao A.S.: A Profile of the Australian AI Institute. IEEE Expert, 11(6):89-92, December (1996)
13. Georgeff, M.P. et.al.: The Belief-Desire-Intention Model of Agency. In: Müller, J., Singh M.P., and Rao, A.S. (eds.): Proceedings of the 5th International Workshop on Intelligent Agents V: Agent Theories, Architectures, and Languages (ATAL-98), Lecture Notes in Artificial Intelligence, Vol. 1555, pages 1-10. Springer Verlag, Hedelgerg, Germany (1999)
14. Huber, M.: A BDI-theoretic mobile agent architecture. In: Proceedings of the Third Conference on Autonomous Agents (Agents99). Seattle, WA, USA (1999) 236-243
15. D'Inverno, M., Kinny, D., Luck, M., Wooldridge M.: A Formal Specification of dMARS. In: Intelligent Agents IV. Lecture Notes in Artificial Intelligence, Vol. 1365. Springer-Verlag, Berlin Heidelberg New York (1997) 155-176
16. Kinny, D. and Georgeff, M.P., Commitment and effectiveness of situated agents. In: Proceeding of the Twelfth International Conference on Artificial Intelligence IJCAI-91, pages 82-88, Sidney, Australia (1991)
17. Lightfoot, D., Formal Specification Using Z. The Macmillan Press LTD, Macmillan Computer Science Series, London, UK (1991)
18. Metral, M.: A generic learning interface architecture. Massachusetts Institute of Technology. Master's thesis. Cambridge, MA., USA (1992)
19. Mitchell, T.M.: Machine Learning, Me Graw-Hill International Editions, Singapore (1997)
20. Muggleton, S., de Raed, L.: Inductive Logic Programming: Theory and Methods. Journal of Logic Programming, 19:629-679 (1994)
21. Olivia, C., et.al.: Case-Based BDI agents: An Effective Approach to Intelligent Search on the WWW. In: AAAI Symposium on Intelligent Agents. Stanford University, Stanford CA., USA (1999)
22. Quinlan, J.R.: Induction of Decision Trees. Machine Learning 1:81-106 (1986)
23. Rao A.S., Georgeff, M.P.: Decision procedures of BDI logics. Journal of Logic and Computation, 8(3):293-344 (1998)
24. Russell, S.J., Norvig, P.: Artificial Intelligence, a modern approach. Prentice-Hall, New Jersey NJ, USA (1995)
25. Singh, M., Rao, A.S., Georgeff, M.P.: Formal Methods in DAI: Logic-based representations and reasoning. In: Weiss, G. (ed.): Multiagent Systems, a modern approach to Distributed Artificial Intelligence. MIT Press, Cambridge MA., USA (1999)
26. Stone, P., Veloso, M.: Multiagent Systems: A Survey from a Machine Learning Perspective. Autonomous Robotics, 8(3):345-383 (2000)
27. Sutton, R.S., Barto, A.G.: Reinforcement Learning: An introduction. MIT Press, Cambridge, MA., USA (1998)
28. Weiss, G., Sen, S.: Adaptation and Learning in Multiagent Systems. Lecture Notes in Artificial Intelligence, Vol. 1042. Springer-Verlag, Berlin Heidelberg New York (1996)
29. Wooldridge, M.: Reasoning about Rational Agents. MIT Press, Cambridge MA., USA (2000)