Model Selection, Reinforcement Learning, Deep Learning.
policy against Deep LSTM and Encoder/Decoder LSTM Figure 4: Performance of our algorithm with epsilon greedy policy against GRU and RNN Figure 5: Performance of our algorithm with UCB policy against Deep LSTM and Encoder/Decoder LSTM As lower MSE means better performance, from the figures 2, 3, 4