Model Selection, Reinforcement Learning, Deep Learning.
production data. Table 1 below depicts the comparison of performances of our algorithm with a selected policy against if some of candidate models if deployed independently. Table 1: Comparison of performances of our algorithm against other models | Policy/Model | Mean MSE | Standard Deviation | | |