Model Selection, Reinforcement Learning, Deep Learning.
| of MSE | | ----------------------------| ---------|--------------------| | Our algorithm with UCB | 0.166003 | 0.056731 | | Our algorithm with ε greedy | 0.168944 | 0.060608 | | Deep LSTM | 0.249490 | 0.102026 | | Encoder Decoder LSTM | 0.275921 | 0.118227 | | GRU | 0.221119 | 0.082187 | | RNN |