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Update README.md

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@@ -26,4 +26,4 @@ To try the agent, user needs to import the ParameterisedPolicy class from the Ag
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  Training progress:
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  ![training](training_graph.jpg)
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- Numbers on X axis are average over 40 episodes, each lasting for about 500 episodes on average. So in total the agent was trained over about 5e6 timesteps.
 
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  Training progress:
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  ![training](training_graph.jpg)
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+ Numbers on X axis are average over 40 episodes, each lasting for about 500 timesteps on average. So in total the agent was trained over about 5e6 timesteps.