Before revision:  First, the action space of the learning agent is modeled as an intuitive set of trading directions that can be carried out for individual assets in the portfolio .
After revision:  First, the action space of the learning agent is modeled as an intuitive set of trading directions with prespecified trading sizes for each asset .