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Diffstat (limited to 'doc/tex/imago.tex')
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1 files changed, 17 insertions, 8 deletions
diff --git a/doc/tex/imago.tex b/doc/tex/imago.tex index 4287330..ca72c7a 100644 --- a/doc/tex/imago.tex +++ b/doc/tex/imago.tex @@ -51,12 +51,13 @@ \includegraphics[width=0.3\textwidth]{img/logoEII.png} \end{center}~\\[10pt] \program\\ - \large An AI player of the game of Go + \large An AI player of the game of Go\\ + \large (Juego Go basado en inteligencia artificial)\\ } \author{Íñigo Gutiérrez Fernández} -\date{} +\date{Oviedo, June 2023} \maketitle @@ -71,12 +72,20 @@ \clearpage \begin{abstract} - The game of Go presents a complex problem for machine learning by virtue of - containing a very wide and deep decision tree. This project has tried to - tackle the problem by using different decision algorithms and also provides - a full implementation of the game. These tools could be used by players and - developers as a foundation for other machine learning projects or to simply - keep studying the game. + With a history of more than 3000 years, the game of Go presents a complex + problem for machine learning by virtue of containing a very wide and deep + decision tree. Finally, in 2016, computer scientists from DeepMind were able + to create an artificial intelligence capable of defeating profesional + players of the game with a combination of old and new strategies. This + project has tried to follow their steps and tackle the problem by using + different decision algorithms, such as Monte Carlo Tree Search and neural + networks, and also provides a full implementation of the game, playable on + its own or available as a library for the engine developed for this project + and potentially others to come. The resulting strength of the developed + algorithms is no match to that of a profesional player, but it shows the + possibilities achievable just with the limited resources employed on this + project. These tools could be used by players and developers as a foundation + for other machine learning projects or to simply keep studying the game. \end{abstract} \clearpage |