[hnracer]

There's two problems in markets, price prediction and execution (ie what to do with your prediction). The former is a supervised learning problem but the latter is an action space problem ie an RL problem. Although nobody in industry has gotten any RL methods too work, they overfit to the incredibly small data sets.