Abstract
The optimal control of partially observed stochastic systems with exponential-of-integral-sample cost is considered. The concept of sufficient statistic algebra is introduced to construct finite-dimensional controllers. This point of view leads naturally to the use of Lie algebraic methods in addressing the questions of classification, equivalence, minimum realization, and construction of optimal controllers.
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