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UAI
2001
14 years 7 days ago
Policy Improvement for POMDPs Using Normalized Importance Sampling
We present a new method for estimating the expected return of a POMDP from experience. The estimator does not assume any knowledge of the POMDP, can estimate the returns for finit...
Christian R. Shelton
WSC
2004
14 years 6 days ago
Simulation Output Analysis Based on Excursions
We consider the steady state output analysis problem for a process that satisfies a functional central limit theorem. We construct asymptotically valid confidence intervals for th...
James M. Calvin
EOR
2007
86views more  EOR 2007»
13 years 10 months ago
Multiple dependent state sampling plans for lot acceptance based on measurement data
This paper proposes a multiple dependent (or deferred) state sampling plan by variables for the inspection of normally distributed quality characteristics. The decision upon the a...
S. Balamurali, Chi-Hyuck Jun
IJCNN
2008
IEEE
14 years 5 months ago
A formula of equations of states in singular learning machines
Abstract— Almost all learning machines used in computational intelligence are not regular but singular statistical models, because they are nonidentifiable and their Fisher info...
Sumio Watanabe
UML
2001
Springer
14 years 3 months ago
iState: A Statechart Translator
We describe formal steps in the design of iState, a tool for translating statecharts into programming languages. Currently iState generates code in either Java, or the Abstract Mac...
Emil Sekerinski, Rafik Zurob