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» Coordination of Many Agents
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CIA
2006
Springer
15 years 1 months ago
Iterative Query-Based Approach to Efficient Task Decomposition and Resource Allocation
Intelligent coordination in complex multi-agent environments requires sophisticated mechanisms for suboptimal task decomposition and efficient resource allocation provided by the t...
Michal Pechoucek, Ondrej Lerch, Jirí B&iacu...
AAMAS
2007
Springer
14 years 10 months ago
Shaping multi-agent systems with gradient reinforcement learning
An original Reinforcement Learning (RL) methodology is proposed for the design of multi-agent systems. In the realistic setting of situated agents with local perception, the task o...
Olivier Buffet, Alain Dutech, François Char...
CISIS
2009
IEEE
15 years 4 months ago
A Distributed Agent-based Approach to Stabilization of Global Resource Utilization
r that this abstract discusses, proposes a fully decentralized agent-based approach to global stabilization of resource utilization, based on local coordination. The core question ...
Evangelos Pournaras, Martijn Warnier, Frances M. T...
ATAL
2005
Springer
15 years 3 months ago
Progressive ontology alignment for meaning coordination: an information-theoretic foundation
We elaborate on the mathematical foundations of the meaning coordination problem that agents face in open environments. We investigate to which extend the BarwiseSeligman theory o...
W. Marco Schorlemmer, Yannis Kalfoglou
ROBOCUP
2005
Springer
109views Robotics» more  ROBOCUP 2005»
15 years 3 months ago
Using the Max-Plus Algorithm for Multiagent Decision Making in Coordination Graphs
Abstract. Coordination graphs offer a tractable framework for cooperative multiagent decision making by decomposing the global payoff function into a sum of local terms. Each age...
Jelle R. Kok, Nikos A. Vlassis