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» Decision Making Using Probabilistic Inference Methods
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CDC
2008
IEEE
131views Control Systems» more  CDC 2008»
15 years 4 months ago
Probabilistic testing for stochastic hybrid systems
— In this paper we propose a testing based method for safety/ reachability analysis of stochastic hybrid systems. Testing based methods are characterized by analysis based on the...
A. Agung Julius, George J. Pappas
JAIR
2006
157views more  JAIR 2006»
14 years 9 months ago
Decision-Theoretic Planning with non-Markovian Rewards
A decision process in which rewards depend on history rather than merely on the current state is called a decision process with non-Markovian rewards (NMRDP). In decisiontheoretic...
Sylvie Thiébaux, Charles Gretton, John K. S...
SAS
2010
Springer
141views Formal Methods» more  SAS 2010»
14 years 8 months ago
Statically Inferring Complex Heap, Array, and Numeric Invariants
We describe Deskcheck, a parametric static analyzer that is able to establish properties of programs that manipulate dynamically allocated memory, arrays, and integers. Deskcheck c...
Bill McCloskey, Thomas W. Reps, Mooly Sagiv
ICCV
2001
IEEE
15 years 11 months ago
Continuous Global Evidence-Based Bayesian Modality Fusion for Simultaneous Tracking of Multiple Objects
Robust, real-time tracking of objects from visual data requires probabilistic fusion of multiple visual cues. Previous approaches have either been ad hoc or relied on a Bayesian n...
Jamie Sherrah, Shaogang Gong
MCS
2000
Springer
15 years 1 months ago
Analysis of a Fusion Method for Combining Marginal Classifiers
The use of multiple features by a classifier often leads to a reduced probability of error, but the design of an optimal Bayesian classifier for multiple features is dependent on t...
Mark D. Happel, Peter Bock