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» Multiagent diffusion and distributed optimization
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ICML
2006
IEEE
14 years 11 months ago
Fast direct policy evaluation using multiscale analysis of Markov diffusion processes
Policy evaluation is a critical step in the approximate solution of large Markov decision processes (MDPs), typically requiring O(|S|3 ) to directly solve the Bellman system of |S...
Mauro Maggioni, Sridhar Mahadevan
ISORC
2007
IEEE
14 years 5 months ago
LSynD: Localized Synopsis Diffusion
Wireless sensor networks represent an extremely fastgrowing emerging technology, but still suffer from several limitations. The state of the art in sensor networks focuses on opti...
Andreea Berfield, Panos K. Chrysanthis, Daniel Mos...
PPAM
2007
Springer
14 years 5 months ago
A Formal Model of Multi-agent Computations
Abstract. The paper contains an extension of a formal model of multiagent computing system developed in previous publications towards considering a more general system state. We pr...
Maciej Smolka
PE
2010
Springer
133views Optimization» more  PE 2010»
13 years 9 months ago
Positive Harris recurrence and diffusion scale analysis of a push pull queueing network
We consider a push pull queueing system with two servers and two types of jobs which are processed by the two servers in opposite order, with stochastic generally distributed proc...
Yoni Nazarathy, Gideon Weiss
CDC
2008
IEEE
124views Control Systems» more  CDC 2008»
14 years 5 months ago
A proximal center-based decomposition method for multi-agent convex optimization
— In this paper we develop a new dual decomposition method for optimizing a sum of convex objective functions corresponding to multiple agents but with coupled constraints. In ou...
Ion Necoara, Johan A. K. Suykens