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Python is probably a good language to start with for this, I probably wouldn't start with a deep learning project but if when you do feel comfortable enough to give it a shot this is what I used to build a trading environment to train an AI.
I used a multitude of agents to train it but the best I found was A3C, there are a bunch of examples here you can use to test their performance (although they may require some tweaking).
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