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Improve quality of description

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Martin Thoma 2016-07-14 01:36:58 +02:00
parent b9e2162ab8
commit 807b9268d0
4 changed files with 6 additions and 5 deletions

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@ -22,7 +22,8 @@
\Statex Sates $\mathcal{X} = \{1, \dots, n_x\}$
\Statex Actions $\mathcal{A} = \{1, \dots, n_a\},\qquad A: \mathcal{X} \Rightarrow \mathcal{A}$
\Statex Cost function $g: \mathcal{X} \times \mathcal{A} \rightarrow \mathbb{R}$
\Procedure{PolicyIteration}{$\mathcal{X}$, $A$, $g$}
\Statex Transition probabilities $f$
\Procedure{PolicyIteration}{$\mathcal{X}$, $A$, $g$, $f$}
\State Initialize $\pi$ arbitrarily
\While{$\pi$ is not converged}
\State $J \gets$ solve system of linear equations $I - \alpha \cdot F(\pi) \cdot J = g(\pi)$