Model-based Reinforcement Learning for Predictions and Control for Limit Order Books

Haoran Wei, Yuanbo Wang, Lidia Mangu +1

We build a profitable electronic trading agent with Reinforcement Learning that places buy and sell orders in the stock market. An environment model is built only with historical o…