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AUTOMATICA
2008
100views more  AUTOMATICA 2008»
15 years 4 months ago
Sporadic event-based control of first-order linear stochastic systems
The standard approach in computer-controlled systems is to sample and control periodically. In certain applications, such as networked control systems or energy-constrained system...
Toivo Henningsson, Erik Johannesson, Anton Cervin
4OR
2006
99views more  4OR 2006»
15 years 4 months ago
A decomposition-based solution method for stochastic mixed integer nonlinear programs
This is a summary of the main results presented in the author's PhD thesis, supervised by D. Conforti and P. Beraldi and defended on March 2005. The thesis, written in English...
Maria Elena Bruni
MP
2006
105views more  MP 2006»
15 years 4 months ago
Two-stage integer programs with stochastic right-hand sides: a superadditive dual approach
We consider two-stage pure integer programs with discretely distributed stochastic right-hand sides. We present an equivalent superadditive dual formulation that uses the value fun...
Nan Kong, Andrew J. Schaefer, Brady Hunsaker
CDC
2009
IEEE
285views Control Systems» more  CDC 2009»
15 years 1 months ago
Adaptive randomized algorithm for finding eigenvector of stochastic matrix with application to PageRank
Abstract-- The problem of finding the eigenvector corresponding to the largest eigenvalue of a stochastic matrix has numerous applications in ranking search results, multi-agent co...
Alexander V. Nazin, Boris T. Polyak
133
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AAAI
2000
15 years 5 months ago
Localizing Search in Reinforcement Learning
Reinforcement learning (RL) can be impractical for many high dimensional problems because of the computational cost of doing stochastic search in large state spaces. We propose a ...
Gregory Z. Grudic, Lyle H. Ungar