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CDC
2009
IEEE
123views Control Systems» more  CDC 2009»
14 years 2 months ago
Dealing with stochastic reachability
Abstract— For stochastic hybrid systems, stochastic reachability is very little supported mainly because of complexity and difficulty of the associated mathematical problems. In...
Manuela L. Bujorianu
CDC
2010
IEEE
196views Control Systems» more  CDC 2010»
13 years 6 months ago
Convergence and convergence rate of stochastic gradient search in the case of multiple and non-isolated extrema
The asymptotic behavior of stochastic gradient algorithms is studied. Relying on some results of differential geometry (Lojasiewicz gradient inequality), the almost sure pointconve...
Vladislav B. Tadic
ENTCS
2008
120views more  ENTCS 2008»
13 years 11 months ago
Stochastic Bigraphs
In this paper we present a stochastic semantics for Bigraphical Reactive Systems. A reduction and a labelled stochastic semantics for bigraphs are defined. As a sanity check, we p...
Jean Krivine, Robin Milner, Angelo Troina
AIPS
2006
14 years 11 days ago
Combining Stochastic Task Models with Reinforcement Learning for Dynamic Scheduling
We view dynamic scheduling as a sequential decision problem. Firstly, we introduce a generalized planning operator, the stochastic task model (STM), which predicts the effects of ...
Malcolm J. A. Strens
ICMCS
2006
IEEE
170views Multimedia» more  ICMCS 2006»
14 years 5 months ago
3D Model Search Based on Stochastic ARG Matching
Due to the high performance of recent computer graphics hardware, 3D CG and CG animations have become in great demand for various applications. Many 3D models have already been cr...
Naoto Nakamura, Yoshihiro Okada, Koichi Niijima