Reproducibility Issue of Stablebaseline3 ( FinRL ) about finrl HOT 5 OPEN

we may not set seeds for SB3.

pls submit issues on SB3 github for this question.

from finrl.

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 one over multiple agents.

from finrl.

I'll agree, I've tried the seeding for my environment & for the algorithms also but they're not giving me the same results. Is it like even after trying the seeding it's unlikely to produce same results ? or I'm doing anything wrong because of which I'm getting inconsistent results ?

from finrl.

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

from finrl.

Please check the below code snippet, this is what I've tried when you mean seeding.

@zhumingpassional help me if I'm doing something wrong or if there's something that can be tried on top of this.

from finrl.