\section{/var/www/mlpack.ratml.\+org/mlpack.org/\+\_\+src/mlpack-\/git/src/mlpack/methods/reinforcement\+\_\+learning/async\+\_\+learning.hpp File Reference}
\label{async__learning_8hpp}\index{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/git/src/mlpack/methods/reinforcement\+\_\+learning/async\+\_\+learning.\+hpp@{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/git/src/mlpack/methods/reinforcement\+\_\+learning/async\+\_\+learning.\+hpp}}
Include dependency graph for async\+\_\+learning.\+hpp\+:
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\subsection*{Classes}
\begin{DoxyCompactItemize}
\item 
class \textbf{ Async\+Learning$<$ Worker\+Type, Environment\+Type, Network\+Type, Updater\+Type, Policy\+Type $>$}
\begin{DoxyCompactList}\small\item\em Wrapper of various asynchronous learning algorithms, e.\+g. \end{DoxyCompactList}\item 
class \textbf{ N\+Step\+Q\+Learning\+Worker$<$ Environment\+Type, Network\+Type, Updater\+Type, Policy\+Type $>$}
\begin{DoxyCompactList}\small\item\em Forward declaration of \doxyref{N\+Step\+Q\+Learning\+Worker}{p.}{classmlpack_1_1rl_1_1NStepQLearningWorker}. \end{DoxyCompactList}\item 
class \textbf{ One\+Step\+Q\+Learning\+Worker$<$ Environment\+Type, Network\+Type, Updater\+Type, Policy\+Type $>$}
\begin{DoxyCompactList}\small\item\em Forward declaration of \doxyref{One\+Step\+Q\+Learning\+Worker}{p.}{classmlpack_1_1rl_1_1OneStepQLearningWorker}. \end{DoxyCompactList}\item 
class \textbf{ One\+Step\+Sarsa\+Worker$<$ Environment\+Type, Network\+Type, Updater\+Type, Policy\+Type $>$}
\begin{DoxyCompactList}\small\item\em Forward declaration of \doxyref{One\+Step\+Sarsa\+Worker}{p.}{classmlpack_1_1rl_1_1OneStepSarsaWorker}. \end{DoxyCompactList}\end{DoxyCompactItemize}
\subsection*{Namespaces}
\begin{DoxyCompactItemize}
\item 
 \textbf{ mlpack}
\begin{DoxyCompactList}\small\item\em Linear algebra utility functions, generally performed on matrices or vectors. \end{DoxyCompactList}\item 
 \textbf{ mlpack\+::rl}
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\subsection*{Typedefs}
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\item 
{\footnotesize template$<$typename Environment\+Type , typename Network\+Type , typename Updater\+Type , typename Policy\+Type $>$ }\\using \textbf{ N\+Step\+Q\+Learning} = Async\+Learning$<$ N\+Step\+Q\+Learning\+Worker$<$ Environment\+Type, Network\+Type, Updater\+Type, Policy\+Type $>$, Environment\+Type, Network\+Type, Updater\+Type, Policy\+Type $>$
\begin{DoxyCompactList}\small\item\em Convenient typedef for async n step q-\/learning. \end{DoxyCompactList}\item 
{\footnotesize template$<$typename Environment\+Type , typename Network\+Type , typename Updater\+Type , typename Policy\+Type $>$ }\\using \textbf{ One\+Step\+Q\+Learning} = Async\+Learning$<$ One\+Step\+Q\+Learning\+Worker$<$ Environment\+Type, Network\+Type, Updater\+Type, Policy\+Type $>$, Environment\+Type, Network\+Type, Updater\+Type, Policy\+Type $>$
\begin{DoxyCompactList}\small\item\em Convenient typedef for async one step q-\/learning. \end{DoxyCompactList}\item 
{\footnotesize template$<$typename Environment\+Type , typename Network\+Type , typename Updater\+Type , typename Policy\+Type $>$ }\\using \textbf{ One\+Step\+Sarsa} = Async\+Learning$<$ One\+Step\+Sarsa\+Worker$<$ Environment\+Type, Network\+Type, Updater\+Type, Policy\+Type $>$, Environment\+Type, Network\+Type, Updater\+Type, Policy\+Type $>$
\begin{DoxyCompactList}\small\item\em Convenient typedef for async one step Sarsa. \end{DoxyCompactList}\end{DoxyCompactItemize}


\subsection{Detailed Description}
\begin{DoxyAuthor}{Author}
Shangtong Zhang
\end{DoxyAuthor}
This file is the definition of Async\+Learning class, which is wrapper for various asynchronous learning algorithms.

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-\/clause B\+SD license. You should have received a copy of the 3-\/clause B\+SD license along with mlpack. If not, see {\tt http\+://www.\+opensource.\+org/licenses/\+B\+S\+D-\/3-\/\+Clause} for more information. 