sim-to-real

Reinforcement learning needs an environment that responds to the agent, and historical market data is a fixed recording that does not. This lesson shows that replaying the same day gives a fill rate anywhere from 38 to 73 percent depending on an assumption the data cannot settle, and covers what to do about it.