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ATAL
2006
Springer
15 years 10 months ago
Learning to cooperate in multi-agent social dilemmas
In many Multi-Agent Systems (MAS), agents (even if selfinterested) need to cooperate in order to maximize their own utilities. Most of the multi-agent learning algorithms focus on...
Jose Enrique Munoz de Cote, Alessandro Lazaric, Ma...
ATAL
2006
Springer
15 years 10 months ago
Resource allocation among agents with preferences induced by factored MDPs
Distributing scarce resources among agents in a way that maximizes the social welfare of the group is a computationally hard problem when the value of a resource bundle is not lin...
Dmitri A. Dolgov, Edmund H. Durfee
ATAL
2006
Springer
15 years 10 months ago
Awareness as a vital ingredient of teamwork
For successful coordination and cooperation in a multiagent system, participants need to establish a sufficiently accurate awareness of the current situation. Awareness is underst...
Barbara Dunin-Keplicz, Rineke Verbrugge
ATAL
2006
Springer
15 years 10 months ago
Certified reputation: how an agent can trust a stranger
Current computational trust models are usually built either on an agent's direct experience of an interaction partner (interaction trust) or reports provided by third parties...
Trung Dong Huynh, Nicholas R. Jennings, Nigel R. S...
ATAL
2006
Springer
15 years 10 months ago
Integrating parallel interactions into cooperative search
In this paper we incorporate autonomous agents' capability to perform parallel interactions into the cooperative search model, resulting in a new method which outperforms the...
Efrat Manisterski, David Sarne, Sarit Kraus
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