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Update README.md

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@@ -24,4 +24,6 @@ model-index:
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  This is a custom agent. Performance has been measured over 900 episodes.
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  To try the agent, user needs to import the ParameterisedPolicy class from the Agent_class.py file. </br>
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  Training progress:
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- ![training](training_graph.jpg)
 
 
 
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  This is a custom agent. Performance has been measured over 900 episodes.
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  To try the agent, user needs to import the ParameterisedPolicy class from the Agent_class.py file. </br>
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  Training progress:
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+ ![training](training_graph.jpg)
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+
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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.