Ming Zhu

I suggest users to revise the pyfio package locally That plot function can be replace by others. I also suggest to use other plot functions in finrl.plot, or write your...

which example? I forgot the comment you said. Which line?

1. it may be caused by no normalization. it also depends on the distribution of datasets. 2. if most stocks are decreasing, the reward may be decreasing 3. it depends...

1. no. I mean the policy is not normalized 2. with respect to convergence, we generally use the cumulative rewards, in an epoch, not reward

pls make a new conda env and make sure that =3.7

ok. we will reduce the weight of market sentiment.

Stability and reproducibility are two common issues for the RL, since there are many local optima. I suggest to try some skills, e.g., fix seeds, ensemble strategy, select the best...

I do not know how you set seeds. I am not sure if current RL lib such as SB3 has opened the seed setting.

we may not set seeds for SB3. pls submit issues on SB3 github for this question.

did you use the data processor wrds, or encounter issues when installing wrds?