I would like to try Q-learning for trading (am relatively new in this field).
Problem I'm dealing is that I have continuous states (for example price closing price or trend).
I have read that one approach is to discretize the values. As far as I understand then discretization uses min, max values. Does not the entire model break if for example price of the stock increases/decreases 50%?
Is there any other simple way how to handle this?
Thankful for any kind of advice