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UAI
2001
14 years 11 months ago
Toward General Analysis of Recursive Probability Models
There is increasing interest within the research community in the design and use of recursive probability models. There remains concern about computational complexity costs and th...
Daniel Pless, George F. Luger
CDC
2008
IEEE
137views Control Systems» more  CDC 2008»
15 years 4 months ago
An approximate dynamic programming approach to probabilistic reachability for stochastic hybrid systems
— This paper addresses the computational overhead involved in probabilistic reachability computations for a general class of controlled stochastic hybrid systems. An approximate ...
Alessandro Abate, Maria Prandini, John Lygeros, Sh...
LICS
2006
IEEE
15 years 3 months ago
Coinductive Proof Principles for Stochastic Processes
We give an explicit coinduction principle for recursively-defined stochastic processes. The principle applies to any closed property, not just equality, and works even when soluti...
Dexter Kozen
BICOB
2011
Springer
13 years 9 months ago
A Systematic Approach to Evaluate Sustained Stochastic Oscillations
Although the populations of biological systems are inherently discrete and their dynamics are strongly stochastic, it is usual to consider their limiting behaviour for large envir...
Jorge Júlvez, Marta Z. Kwiatkowska, Gethin ...