During week Mar 18th to Mar 22nd, I surveyed current literature in the applications of RL in business, health care, and other real life applications ( RLinRL ;P ). I also explored possible data sets that can be used in the final project. Finally, I decided to work on developing a RL system that supports dynamic clinical treatment decisions. The data set I am going to use is the MIMIC-III database. Please see my final project proposal on Medi.RL for more detail.
Next week, I am going to work with the data and implement some project-related RL algorithms.