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When it comes to return on investment, there are two dimensions one needs to consider - time and risk. The kind of questions we want an answer for is: for an investment such that I expect payout in this amount of time with these kinds of risks, what kind of return should I expect, or what kind of return does the market demand? If we don't consider risk, say ...


I've worked in algorithmic trading for years. RL (or deep RL for that matter) is not used in this industry.


You can find a lot of good papers by just typing keywords like "deep reinforcement learning finance" in the arXiv or Google Scholar or looking at top researchers websites which provides an overflow of applications and research directions to engage with. Anyway, here are a few off the top of my head: If you are looking for a more introductory level ...

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