I am wondering if there is a gym environment for time series classification. I know its probably a bit overkill, but it's mainly for research purposes.
Reinforcement Learning for classification problems?
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Here you go: https://github.com/harveybc/gym-fx. The classification task could be whether the closing price is below or over the opening price.