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» Global convergence of local agent behaviors
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ATAL
2005
Springer
13 years 11 months ago
Global convergence of local agent behaviors
Many multi-agent systems seek to reconcile two apparently inconsistent constraints. The system’s overall objective is defined at a global level. However, the agents have only lo...
H. Van Dyke Parunak, Sven Brueckner, John A. Saute...
AAAI
1996
13 years 6 months ago
Effects of Local Information on Group Behavior
Theperformanceof individual agents in a group dependscritically on the quality of information available to it about local and global goals and resources. In general it is assumed ...
Shounak Roychowdhury, Neeraj Arora, Sandip Sen
CIA
2007
Springer
13 years 11 months ago
From Local Search to Global Behavior: Ad Hoc Network Example
We introduce the Consensual N-Player Prisoner’s Dilemma as a large-scale dilemma. We then present a framework for cooperative consensus formation in large-scale MAS under the N-P...
Osher Yadgar
ICASSP
2011
IEEE
12 years 9 months ago
Emergence of rationality amongst simple nodes performing adaptive filtering
We present a decentralized adaptive filtering algorithm where each agent acts selfishly to maximize its payoff. Agents are only aware of the actions of other agents within their...
Vikram Krishnamurthy, Omid Namvar Gharehshiran, Am...
TCS
2010
13 years 3 months ago
Analyzing the dynamics of stigmergetic interactions through pheromone games
The concept of stigmergy provides a simple framework for interaction and coordination in multi-agent systems. However, determining the global system behavior that will arise from ...
Peter Vrancx, Katja Verbeeck, Ann Nowé