Hierarchical common-sense interaction learning

Proceedings - 4th International Conference on MultiAgent Systems, ICMAS 2000

Volumn , Issue , 2000, Pages 239-246

  Rovatsos, M ^a   Lind, J ^b  

^a Knowbotic Systems Ltd   (Germany)

^b GERMAN RESEARCH CENTER FOR ARTIFICIAL INTELLIGENCE DFKI   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

MACHINE DESIGN; NETWORK MANAGEMENT;

COORDINATION PROBLEMS; HIERARCHICAL LEARNING; LAYERED LEARNING; LEARNING APPROACH; LEARNING TASKS; MECHANISM DESIGN; REPEATED GAMES; UTILITY FUNCTIONS;

MULTI AGENT SYSTEMS;

EID: 84962052948     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMAS.2000.858459     Document Type: Conference Paper

References (18)

1. R. J. Aumann, M. B. Maschler. Repeated Games with Incomplete Information. MIT Press, 1995.
2. R. Axelrod. The Evolution of Cooperation. Basic Books, 1984.
3. C. Bichhieri, M. E. Pollack, and C. Rovelli. The potential for Evolution of Cooperation among Web Agents. Working Notes for the AAAI Symposium on Adaptation, Co-evolution and Learning in Multiagent Systems (ed. Sen, S.): 6-11, 1996.
4. K. Fischer, C. Ruß, and G. Vierke. Decision Theory and Coordination in Multiagent Systems. Research Report RR-98-02, German Research Center for Artificial Intelligence, DFKI GmbH, 1998.
5. Y. Freund, D. Ron, M. Kearns, R. Rubinfeld, Y. Mansour, and R. E. Schapire. Efficient Algorithms for Learning to Play Repeated Games Against Computationally Bounded Adversaries. Proceedings of the 36th Annual Symposium on Foundations of Computer Science, 1995.
6. D. Fudenberg, J. Tirole. Game Theory. MIT Press, 1991.
7. M. R. Genesereth, M. L. Ginsberg, and J. S. Rosenschein. Cooperation without Communication. Proceedings of the 5th National Conference on Artificial Intelligence (eds. Kehler, T. and Rosenschein, S.), vol. 1: 51-57, Morgan Kaufmann, 1986.
8. P. J. Gmytrasiewicz. An Approach to User Modeling in Decision Support Systems. Proceedings of the Fifth International Conference on User Modeling, User Modeling, 1996.
9. N. R. Jennings, J. Campos. Towards a Social Level Characterization of Socially Responsible Agents. IEEE Proceedings on Software Engineering: 11-25, 1997.
10. T. Mitchell. Machine Learning. McGraw-Hill, 1997.
11. J. P. Müller. The Design of Intelligent Agents: A Layered Approach, Lecture Notes in Artificial Intelligence, vol. 1177, 1996.
12. M. Rovatsos, J. Lind. Learning Cooperation in Repeated Games. Proceedings of the Workshop on Agents learning about, from and with other Agents (IJCAI-99), Stockholm, Sweden (ed. J. M. Vidal), 1999.
13. M. Rovatsos. LAYLA - An InteRRaP extension for Layered Learning in Repeated Games. Diploma Thesis, Universität des Saarlandes, 1999.
14. S. Sen, M. Sekaran. Multiagent Coordination with Learning Classifier Systems. In Lecture Notes in Computer Science, vol. 1042, Springer, Berlin.
15. A. Schaerf, Y. Shoham and M. Tennenholtz. Adaptive load balancing: A study in multi-agent learning. Journal of Artificial Intelligence Research, (2):475-500, 1995.
16. P. Stone. Layered Learning in Multi-Agent Systems. Ph.D. Dissertation, Computer Science Department, Carnegie Mellon University, Pittsburgh, PA. Available as technical report CMU-CS-98-187.
17. J. M. Vidal, E. H. Durfee. Learning nested models in an information economy. Journal of Experimental and Theoretical Artificial Intelligence: Special Issue in DAI Systems, 1998.
18. J. Weibull. Evolutionary Game Theory. MIT Press, 1995.