From ddd08a2a4562e94e979f95f1a49f46a905ca4b93 Mon Sep 17 00:00:00 2001 From: Martin Thoma Date: Thu, 4 Aug 2016 23:19:19 +0200 Subject: [PATCH] Improve pseudocode --- .../Policy-Iteration/Policy-Iteration.png | Bin 28675 -> 29732 bytes .../Policy-Iteration/Policy-Iteration.tex | 5 +++-- .../Value-Iteration/Value-Iteration.png | Bin 28544 -> 29538 bytes .../Value-Iteration/Value-Iteration.tex | 2 +- .../dynamic-programming.png | Bin 25263 -> 26583 bytes .../dynamic-programming.tex | 5 +++-- .../label-correction/label-correction.png | Bin 40291 -> 41632 bytes .../label-correction/label-correction.tex | 7 +++---- .../Pseudocode/q-learning/q-learning.png | Bin 40494 -> 41825 bytes .../Pseudocode/q-learning/q-learning.tex | 2 +- 10 files changed, 11 insertions(+), 10 deletions(-) diff --git a/source-code/Pseudocode/Policy-Iteration/Policy-Iteration.png b/source-code/Pseudocode/Policy-Iteration/Policy-Iteration.png index 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\dots, n_x\}$ \Statex Actions $\mathcal{A} = \{1, \dots, n_a\},\qquad A: \mathcal{X} \Rightarrow \mathcal{A}$ \Statex Cost function $g: \mathcal{X} \times \mathcal{A} \rightarrow \mathbb{R}$ - \Statex Transition probabilities $f$ + \Statex Transition probabilities $f_{xy}(a) = \mathbb{P}(y | x, a)$ \Statex Discounting factor $\alpha \in (0, 1)$, typically $\alpha = 0.9$ \Procedure{ValueIteration}{$\mathcal{X}$, $A$, $g$, $f$, $\alpha$} \State Initialize $J, J': \mathcal{X} \rightarrow \mathbb{R}_0^+$ arbitrarily diff --git a/source-code/Pseudocode/dynamic-programming/dynamic-programming.png b/source-code/Pseudocode/dynamic-programming/dynamic-programming.png index 1eabf9accdb94eed609d1b073807c9e35496d124..8ef50b3db416abbf0e0991dbb4b8304670077607 100644 GIT binary patch literal 26583 zcmb5Uby(AH_&>Uh-01GE0n#bm3`7Maq(M?ax?wQ7VWUeL1w=r)nJ73334;y^0ZFA} zaNzSjzu)z{&UOAcXV%J58A8C_77$E=vfJ6tTVF&<#ZZCl%g!s2# z5-)Z;Ly~}sO)|R-%*_v&D*(?oiNVmqg<>EXd^T5US$cFAz)DB#D=)r>f#rD 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b/source-code/Pseudocode/dynamic-programming/dynamic-programming.tex index ec6c720..8794229 100644 --- a/source-code/Pseudocode/dynamic-programming/dynamic-programming.tex +++ b/source-code/Pseudocode/dynamic-programming/dynamic-programming.tex @@ -22,7 +22,7 @@ \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 $g: \mathcal{X} \times \mathcal{A} \rightarrow \mathbb{R}$ - \Statex Horizon $N$ + \Statex Horizon $N \in \mathbb{N}_{\geq 1}$ \Statex Discounting factor $\alpha \in [0, 1]$ \Procedure{DynamicProgramming}{$\mathcal{X}$, $A$, $g$, $N$, $\alpha$} \State $J_N(x) \gets g_N(x) \quad \forall x \in \mathcal{X}$ @@ -36,10 +36,11 @@ \State $\pi_k(x) \gets \arg \min_a (Q_k(x, a))$ \EndFor \EndFor + \Return $\pi_{0:N-1}$ \EndProcedure \end{algorithmic} \caption{Dynamic Programming} - \label{alg:dynamic-programming} + \label{alg:dynamic-programming: Learn a strategy} 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