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AAMAS
2007
Springer
15 years 5 months ago
Optimal Control in Large Stochastic Multi-agent Systems
Abstract. We study optimal control in large stochastic multi-agent systems in continuous space and time. We consider multi-agent systems where agents have independent dynamics with...
Bart van den Broek, Wim Wiegerinck, Bert Kappen
97
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ATAL
2008
Springer
15 years 1 months ago
Optimized algorithms for multi-agent routing
Auction methods have been successfully used for coordinating teams of robots in the multi-robot routing problem, a representative domain for multi-agent coordination. Solutions to...
Akihiro Kishimoto, Nathan R. Sturtevant
AAAI
2006
15 years 1 months ago
Point-based Dynamic Programming for DEC-POMDPs
We introduce point-based dynamic programming (DP) for decentralized partially observable Markov decision processes (DEC-POMDPs), a new discrete DP algorithm for planning strategie...
Daniel Szer, François Charpillet
CDC
2010
IEEE
152views Control Systems» more  CDC 2010»
14 years 6 months ago
Optimal network topology design in multi-agent systems for efficient average consensus
The problem considered in the present article is optimal design of network topologies in multi-agent systems in order to make communication on the network as efficient as possible ...
Mohammad Rafiee, Alexandre M. Bayen
HICSS
2005
IEEE
142views Biometrics» more  HICSS 2005»
15 years 5 months ago
Integrated Optimization and Multi-Agent Technology for Combined Production and Transportation Planning
In this research project, an integration of multi-agent technology and optimization techniques is suggested for the combined production and transport planning problem in a transpo...
Jan A. Persson, Paul Davidsson