diff --git a/README.txt b/README.txt
index e86f9b9..9249ff2 100644
--- a/README.txt
+++ b/README.txt
@@ -35,8 +35,8 @@ http://docs.nvidia.com/cuda/cuda-getting-started-guide-for-linux
 To train DQN on Atari games, the following components must be installed:
     * LuaJIT and Torch 7.0
     * nngraph
-    * Xitari
-    * AleWrap
+    * Xitari (Download here: https://github.com/deepmind/xitari)
+    * AleWrap (Download here: https://github.com/deepmind/alewrap)
 
 To install all of the above in a subdirectory called 'torch', it should be enough to run
 
@@ -58,6 +58,10 @@ It should then be sufficient to run the script
 
     ./run_cpu <game name>
 
+For example, 
+
+    ./run_cpu breakout
+
 Or, if GPU support is enabled,
 
     ./run_gpu <game name>
diff --git a/roms/README b/roms/README
deleted file mode 100644
index e12fb49..0000000
--- a/roms/README
+++ /dev/null
@@ -1 +0,0 @@
-Rom files should be put in this directory
diff --git a/roms/breakout.bin b/roms/breakout.bin
new file mode 100755
index 0000000..06c5d98
Binary files /dev/null and b/roms/breakout.bin differ
diff --git a/run_cpu b/run_cpu
index 4d74bce..b3f2b43 100755
--- a/run_cpu
+++ b/run_cpu
@@ -43,4 +43,4 @@ args="-framework $FRAMEWORK -game_path $game_path -name $agent_name -env $ENV -e
 echo $args
 
 cd dqn
-../torch/bin/luajit train_agent.lua $args
+th train_agent.lua $args