I don't have a proper source for this, as i've only read this from an online forum: everything i say is just hearsay and I am very uneducated on the subject. With that being said... As you may know algorithmic trading relies on strategies, i.e. I trade a certain way once I see certain indexes move in a certain way. If your procedure is known by other ...


Given that your state space is continuous, then I would recommend using Deep Q-Learning. As you say, running several episodes will definitely be beneficial so that the agent is able to explore the space more thoroughly.

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