Model Selection, Reinforcement Learning, Deep Learning.
data and Y axis is rolling mean over 1000 timesteps of MSE performance. In this plots we used only performance of our algorithm with a selected policy against two of candidate models at a time as otherwise plot becomes more cluttered. Figure 3: Performance of our algorithm with epsilon greedy