[critiq]

Yeah thanks, I have tried, I was comparing and found reinforcement learning is not really reinforcement in this setting. As it cannot allow exploring like what if scenario. It is similar to supervised learning setting as we do in labeling large data and trying to classify etc.

In contrast if we take https://gym.openai.com/envs/Pendulum-v0/ Environment allows algorithm to play with it and learn from new conditions and actions, so is reinforcement. To me finance is like teacher trying to tell same story no matter what student does/learns, bit wierd.