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CCGRID
2001
IEEE
14 years 1 months ago
Performance Evaluation of an Agent-Based Resource Management Infrastructure for Grid Computing
Resource management is an important infrastructure in the grid computing environment. Scalability and adaptability are two key challenges in the implementation of such complex sof...
Junwei Cao, Darren J. Kerbyson, Graham R. Nudd
ATAL
2008
Springer
13 years 12 months ago
Efficient multi-agent reinforcement learning through automated supervision
Multi-Agent Reinforcement Learning (MARL) algorithms suffer from slow convergence and even divergence, especially in large-scale systems. In this work, we develop a supervision fr...
Chongjie Zhang, Sherief Abdallah, Victor R. Lesser
AOSE
2006
Springer
14 years 1 months ago
Designing Institutional Multi-Agent Systems
Abstract. The vision of agents working together on the Internet, in virtual organizations, is one that is increasingly common. However, one of the issues is the regulation of the p...
Carles Sierra, John Thangarajah, Lin Padgham, Mich...
ACOM
2006
Springer
14 years 4 months ago
Flexible Conversations Using Social Commitments and a Performatives Hierarchy
In this research, we re-arrange FIPA’s ACL performatives to form a subsumption lattice (ontology) and apply a theory of social commitments to achieve a simplified and observable...
Robert C. Kremer, Roberto A. Flores
ATAL
2008
Springer
13 years 12 months ago
Strategic betting for competitive agents
In many multiagent settings, each agent's goal is to come out ahead of the other agents on some metric, such as the currency obtained by the agent. In such settings, it is no...
Liad Wagman, Vincent Conitzer