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A Deep Reinforcement Learning Framework for Stock Market Trading

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This repo is pretty awesome. I'm trying to run a basic demo, but the training process seems not working at all (rewards don't converge at all). However, the agent still...

I'm trying to run the Main.py, it runs perfectly, the only issue here is that it writes new data(BTC-USD) to the file data_processed.csv but it does not plot it into...

**Warning Risk of data leak Do not use [minmax_scale](https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.minmax_scale.html#sklearn.preprocessing.minmax_scale) unless you know what you are doing. A common mistake is to apply it to the entire data before splitting into...

I searched a lot but couldn't find a proper way to fix this. ![2mm_5mm_composed](https://user-images.githubusercontent.com/77826094/151828880-5a24149c-5345-4da6-89cd-44c404859375.png) I believe Batch Normalization cause the problem. Do you have any advice about it ?

> def get_reward(self, action): > """ > @param action: based on the action taken it returns the reward > @return: reward > """ > > reward_index_first = self.current_state_index + self.start_index_reward...