Towards Safe Coordination in Multi-agent Systems
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Conservative design is the ability of an individual agent to ensure predictability of its overall performance even if some of its actions and interactions may be inherently less predictable or even completely unpredictable. In this paper, we describe the importance of conservative design in cooperative multi-agent systems and briefly characterize the challenges that need to be addressed to achieve this goal.
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- 1.Draper, D., Hanks, S., Weld, D.: Probabilistic planning with information gathering and contingent execution. In: Proceedings of the Second International Conference on Artificial Intelligence Planning Systems (AIPS 1994), pp. 31–36 (1994)Google Scholar
- 2.Mead, C., Conway, L.: Introduction to VLSI Systems. Addison-Wesley, Reading (1980)Google Scholar
- 3.Onder, N., Pollack, M.: Contingency selection in plan generation. In: Proceedings of the Fourth European Conference on Planning (1997)Google Scholar
- 4.Raja, A., Wagner, T., Lesser, V.: Reasoning about Uncertainty in Design-to-Criteria Scheduling. In: Working Notes of the AAAI 2000 Spring Symposium on Real-Time Systems, Stanford (2000)Google Scholar
- 5.Rowe, W.D.: An Anatomy of Risk. Robert E. Krieger Publishing Co., Malabar (1988)Google Scholar
- 6.Sandholm, T., Lesser, V.: Leveled commitment contracting: A backtracking instrument for multiagent systems. AI Magazine, 89–100 (2000)Google Scholar
- 7.Xuan, P., Lesser, V.R.: Handling uncertainty in multi-agent commitments. Technical Report UM-CS-1999-005 (1999)Google Scholar
- 8.Zhang, X., Lesser, V., Wagner, T.: A layered approach to complex negotiations. Web Intelligence and Agent Systems: An International Journal 2, 91–104 (2004)Google Scholar