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» Multiagent diffusion and distributed optimization
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ATAL
2005
Springer
14 years 4 months ago
A distributed framework for solving the Multiagent Plan Coordination Problem
We examine whether and how the Multiagent Plan Coordination Problem, the problem of resolving interactions between the plans of multiple agents, can be cast as a Distributed Const...
Jeffrey S. Cox, Edmund H. Durfee, Thomas Bartold
AAAI
2011
12 years 11 months ago
Coordinated Multi-Agent Reinforcement Learning in Networked Distributed POMDPs
In many multi-agent applications such as distributed sensor nets, a network of agents act collaboratively under uncertainty and local interactions. Networked Distributed POMDP (ND...
Chongjie Zhang, Victor R. Lesser
ATAL
2004
Springer
14 years 4 months ago
Product Distribution Theory for Control of Multi-Agent Systems
Product Distribution (PD) theory is a new framework for controlling Multi-Agent Systems (MAS’s). First we review one motivation of PD theory, as the information-theoretic extens...
Chiu Fan Lee, David H. Wolpert
ATAL
2005
Springer
14 years 4 months ago
A probabilistic approach to resource allocation in distributed fusion systems
In complex multi-agent fusion systems resource conflicts are very likely to occur. We propose an algorithm that determines the optimal sensing resource to fusion task assignment,...
Jan Nunnink, Gregor Pavlin
DCOSS
2010
Springer
14 years 2 months ago
Approximate Distributed Kalman Filtering for Cooperative Multi-agent Localization
Abstract. We consider the problem of estimating the locations of mobile agents by fusing the measurements of displacements of the agents as well as relative position measurements b...
Prabir Barooah, Wm. Joshua Russell, João P....