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CIA
2004
Springer
13 years 11 months ago
Auction Equilibrium Strategies for Task Allocation in Uncertain Environments
Abstract. In this paper we address a model of self interested information agents competing to perform tasks. The agents are situated in an uncertain environment while different tas...
David Sarne, Meirav Hadad, Sarit Kraus
AAAI
2000
13 years 9 months ago
Dynamic Ontologies on the Web
We discuss the problems associated with managing ontologies in distributed environments such as the Web. The Web poses unique problems for the use of ontologies because of the rap...
Jeff Heflin, James A. Hendler
ATAL
2007
Springer
14 years 1 months ago
Robust coordination to sustain throughput of an unstable agent network
We present a multi-agent coordination technique to maintain throughput of a large-scale agent network system in the face of failures of agents. Failures do not just deteriorate th...
Rajesh Gautam, Kazuo Miyashita
ISMIS
1994
Springer
13 years 11 months ago
Recognizing Credible Experts in Inaccurate Databases
Abstract: While the problem of incompletedata in databases has been extensively studied, a relatively unexplored form of uncertainty in databases, called inaccurate data, demands d...
Hasan M. Jamil, Fereidoon Sadri
ATAL
2009
Springer
14 years 2 months ago
Integrating organizational control into multi-agent learning
Multi-Agent Reinforcement Learning (MARL) algorithms suffer from slow convergence and even divergence, especially in largescale systems. In this work, we develop an organization-b...
Chongjie Zhang, Sherief Abdallah, Victor R. Lesser