Meaning of step, epoch and episode in RL?
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RL Designer App.
I want to train an agent (PPO).
I see that number of epochs in it is 3.
In train options there are also episodes (500) and steps.
My sample has length of 7200 (the number of step() calls).
I set the stop condition to "Number of episodes = 500".
What is the difference between step, epoch and episode? Should I set epochs to 7200 or steps in episode to 7200?
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