Ad hoc autonomous agent teams: Collaboration without pre-coordination

Proceedings of the National Conference on Artificial Intelligence

Volumn 3, Issue , 2010, Pages 1504-1509

  Stone, Peter ^a   Kaminka, Gal A ^b   Kraus, Sarit ^b,c   Rosenschein, Jeffrey S ^d  

^a UNIVERSITY OF TEXAS AT AUSTIN   (United States)

^b BAR ILAN UNIVERSITY   (Israel)

^c UNIVERSITY OF MARYLAND   (United States)

^d HEBREW UNIVERSITY OF JERUSALEM   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; HUMAN RESOURCE MANAGEMENT; INTELLIGENT AGENTS;

AD-HOC TEAMS; COOPERATIVE ACTIVITY; EMPIRICAL APPROACH; REAL-WORLD; RESEARCH GOALS;

AUTONOMOUS AGENTS;

EID: 77958574940     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (23)

1. Brafman, R. I., and Tennenholtz, M. 1996. On partially controlled multi-agent systems. JAIR 4:477-507.
2. Carmel, D., and Markovitch, S. 1995. Opponent modeling in a multi-agent system. In Sen, S., ed., IJCAI-95 Workshop on Adaptation and Learning in Multiagent Systems, 8-13.
3. Carrbery, S. 2001. Techniques for plan recognition. User Modeling and User-Adapted Interaction 11:31-48.
4. Chalupsky, H.; Gil, Y.; Knoblock, C; Lerman, K.; Oh, J.; Pyna-dat h, D.; Russ, T.; and Tambe, M. 2001. Electric elves: Applying agent technology to support human organizations. In IAAI-01.
5. Claus, C, and Boutilier, C. 1998. The dynamics of reinforcement learning in cooperative multiagent systems. In AAAI - 98, 746-752. AAAI Press.
6. Decker, K. S., and Lesser, V. R. 1995. Designing a family of coordination algorithms. In ICMAS-95, 73-80. Menlo Park, California: AAAI Press.
7. Grosz, B. J., and Kraus, S. 1996. Collaborative plans for complex group actions. AIJ 86:269-358.
8. Just, J.; Cornwell, M.; and Huhns, M. 2004. Agents for establishing ad hoc cross-organizational teams. In IEEEAVIC/ACM International Conference on Intelligent Agent Technology, 526-30.
9. Kildare, R. 2004. Ad-hoc online teams as complex systems: agents that cat er for team interaction rules. In Proceedings of the 7th Asia-Pacific Conference on Complex Systems.
10. Leyton-Brown, K., and Shoham, Y. 2008. Essentials of Game Theory: A Concise, Multidisciplinary Introduction. Synthesis Lectures on Artificial Intelligence and Machine Learning. Morgan and Claypool Publishers.
11. Lochbaum, K. E. 1991. An algorithm for plan recognition in collaborative discourse. In ACL, 33-38.
12. Oshrat, Y.; Lin, R.; and Kraus, S. 2009. Facing the challenge of human-agent negotiations via effective general opponent modeling. In AAMAS-09, 377-384.
13. Panait, L., and Luke, S. 2005. Cooperat ive multi-agent learning: The stat e of the art. AAMAS-05 11:387-434.
14. Robbins, H. 1952. Some aspects of the sequential design of experiments. Bulletin American Mathematical Society 55:527-535.
15. Rosenfeld, A.; Kaminka, G. A.; Kraus, S.; and Shehory, O. 2008. A study of mechanisms for improving robotic group performance. AIJ 172(6-7):633-655.
16. Sidner, C. L. 1985. Plan parsing for intended response recognition in discourse. Computational Intelligence 1(1).
17. Stone, P., and Kraus, S. 2010. To teach or not to teach? decision making under uncertainty in ad hoc teams. In AAMAS-IO. International Foundation for Autonomous Agents and Multiagent Systems.
18. Stone, P., and Veloso, M. 1999. Task decomposition, dynamic role assignment, and low-bandwidth communication for real-time strat egic teamwork. AIJ I IO(2):241-273.
19. Stone, P., and Veloso, M. 2000. Multiagent systems: A survey from a machine learning perspective. Autonomous Robots 8(3):345-383.
20. Stone, P.; Riley, P.; and Veloso, M. 2000. Defining and using ideal teammat e and opponent models. In IAAI-00.
21. Sycara, K.; Decker, K.; Pannu, A.; Williamson, M.; and Zeng., D. 1996. Distributed intelligent agents. IEEE Expert 11(6).
22. Tambe, M. 1997. Towards flexible teamwork. JAIR 7:81-124.
23. Vidal, J. M., and Durfee, E. H. 1995. Recursive agent modeling using limited rationality. In ICMAS-95, 125-132. AAAI /MIT press.