%	\author{Mitesh M. Khapra}
\title{Module 7}
\subtitle{Chapter 7: Beating humans at their own game (literally)}
\author{}
\institute{}
\date{}
%\institute{Department of Computer Science and Engineering\\ Indian Institute of Technology Madras}
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	\myheading{Beating humans at their own game (literally)}
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				\justify
				\only<1>{\myheading{Playing Atari Games}}
				\only<2>{\myheading{Let's GO}}
				\only<3>{\myheading{Taking a shot at Poker}}
				\only<4>{\myheading{Defense of the Ancients}}
				\only<1>{\begin{itemize}
						\item{
						      Human-level control through deep reinforcement learning for playing Atari Games \cite{dqn}}
					\end{itemize}}
				\only<2>{\begin{itemize}
						\item{Alpha Go Zero - Best Go player ever, surpassing human players \cite{alphago}}
						\item{GO is more complex than chess because of number of possible moves}
						\item{No brute force backtracking unlike previous chess agents }
					\end{itemize}}
				\only<3>{\textbf{DeepStack} defeated 11 professional poker players with only one outside the margin of statistical significance \cite{deepstack}}
				\only<4>{\begin{itemize}
						\item{Widely popular game, with complex strategies, large visual space}
						\item{Bot was undefeated against many top professional players  }
					\end{itemize}}
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