Hi I am training an RL agent using PPO algorithm of stable baselines library. I have integrated my training with tensorboard to monitor the training process. Over a period of time my training rewards were increasing and all of a sudden went down. The graph looks like

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A graph of another run

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Can someone help me in understanding why this is happening and what does this sudden decrease in rewards mean?

Thank you.


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