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Efficient Sensitivity Analysis for Parametric Robust Markov Chains
As our main contribution, we present an efficient method to compute these partial derivatives.
Robust Finite-State Controllers for Uncertain POMDPs
(3) We linearize this dual problem and (4) solve the resulting finite linear program to obtain locally optimal solutions to the original problem.
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