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Sisteme Multi-Agent
Tabla de materii
1. Introducere în agenţi inteligenţi şi sisteme multi-agent
a. Definiţii şi caracteristici ale agenţilor
b. Sisteme multi-agent
2. Arhitecturi de bază ale SMA
a. Agenţi deductivi
b. Agenţi cognitivi
c. Arhitectura BDI
d. Agenţi reactivi
e. Arhitectura de subsumare
f. Agenţi hibrizi
3. Programare orientată agent
a. Prezentare generală AOP
b. JADE
c. Agenţi mobili
4. Mecanisme de planificare multi-agent
a. Planificare şi sincronizare multiagent
b. Rezolvarea de probleme în mod cooperativ distribuit
c. Compunerea sarcinilor şi partajarea rezultatelor
5. Mecanisme de comunicare
a. Acte de vorbire
b. KQML
c. FIPA ACL
6. Mecanisme de coordonare
a. Coordonarea prin planificare globală parţială
b. Coordonarea prin intenţii comune
c. Coordonarea prin modelare mutuală
d. Coordonarea prin norme şi legi sociale
7. Tehnici de negociere
a. Negociere bazată pe teoria jocurilor
b. Mecanisme de licitaţie
c. Reţea de contracte
d. Negociere pentru alocarea taskurilor
e. Modele euristice de negociere
8. Aplicatii ale sistemelor multi-agent
a. Agenţi pentru gestionarea proceselor de business
b. Agenţi pentru obţinerea şi gestionarea informaţiilor
c. Agenţi pentru comerţ electronic
d. Agenţi pentru interfeţe om-calculator
e. Agenţi pentru simularea socială
Bibliography
1. M. Wooldridge. An Introduction to Multiagent Systems. John Wiley and Sons, 2002.
2. G. Weiss (ed.). Multiagent Systems: A Modern Approach to Distributed Artificial
Intelligence. MIT Press, 1999.
3. The Belief-Desire-Intention Model of Agency, Michael Georgeff, Barney, Pell
Martha, Pollack Milind Tambe, Michael Wooldridge
4. Intelligent Agents: Theory and Practice M. Wooldridge and N.R. Jennings, The
Knowledge Engineering Review, Vol 10 (2), pp.115-152, 1995.
5. The Pittfalls of Agent-Oriented Development, Mike Wooldridge and Nick Jenning,
proceedings of the Second Conference on Autonomous Agents (Agents'98), May
1998.
6. A survey of Agent-Oriented Software Engineering (2001) Amund Tveit
http://citeseer.ist.psu.edu/tveit01survey.html
7. F. Zambonelli, N. R. Jennings, A. Omicini and M. Wooldridge (2001) "AgentOriented Software Engineering for Internet Applications" in Coordination of Internet
Agents (eds. A. Omicini, F. Zambonelli, M. Klusch and R. Tolksdorf) Springer
Verlag, 326-346.
8. BDI agents: From theory to practice, A. S. Rao and M. P. Georgeff, Tech. Rep. 56,
Australian Artificial Intelligence Institute, Melbourne, Australia, Apr 1995.
9. Agent Communication Languages: Rethinking the Principles, M.P. Singh, IEEE
Computer, volume 31, number 12, December 1998, pages 40-47.
10. Commitments and Conventions: The Foundation of Coordination in Multi-Agent
Systems , N. R. Jennings, The Knowledge Engineering Review, 8 (3), 1993, 223-250.
11. Partial Global Planning: A Coordination framework for Distributed Hypothesis
Formation. Durfee, IEEE-SMC 21(5) 1991
12. Lesser, V.; Decker, K.; Wagner, T.; Carver, N.; Garvey, A.; Horling, B.; Neiman, D.;
Podorozhny, R.; NagendraPrasad, M.; Raja, A.; Vincent, R.; Xuan, P.; Zhang, X.Q..
Evolution of the GPGP/TAEMS Domain-Independent Coordination Framework.
Autonomous Agents and Multi-Agent Systems, Volume 9, Number 1, Kluwer
Academic Publishers, pp. 87-143. July 2004
13. Negotiation in Multi-Agent Systems M. Beer, M. d'Inverno, M. Luck, N. R. Jennings,
C.Preist and M. Schroeder, Knowledge Engineering Review 14 (3), 1999, 285-289.
14. Automated negotiation: prospects, methods and challenges. N. R. Jennings, P. Faratin,
A. R. Lomuscio, S. Parsons, C. Sierra and M. Wooldridge. Int. J. of Group Decision
and Negotiation 10 (2), 2001.
15. S. Sen, G. Weiss. Learning in Multiagent systems. In Multiagent Systems - A Modern
Approach to Distributed Artificial Intelligence, G. Weiss (Ed.), The MIT Press, 2001,
p.257-298.