Trial | Models under different settings | Binary Task | Binary Structure | Binary Environment | Multi-class Task | Multi-class Structure | Multi-class Environment |
1 | Keras Model | 52 | 56 | 47 | 47 | 52 | 41 |
2 | Keras Model | 53 | 54 | 51 | 48 | 53 | 43 |
9 | Keras Model | 53 | 56 | 49 | 50 | 53 | 47 |
2 | CNN Model | 64 | 67 | 61 | 65 | 71 | 59 |
6 | CNN Model | 67 | 69 | 64 | 62 | 68 | 56 |
10 | CNN Model | 66 | 74 | 61 | 65 | 67 | 62 |
3 | PPO Model | 68 | 78 | 57 | 66 | 74 | 57 |
7 | PPO Model | 71 | 76 | 66 | 67 | 69 | 64 |
11 | PPO Model | 74 | 78 | 69 | 69 | 76 | 61 |
4 | DQN Model | 66 | 70 | 62 | 66 | 70 | 62 |
8 | DQN Model | 70 | 73 | 67 | 68 | 73 | 62 |
12 | DQN Model | 69 | 75 | 63 | 67 | 73 | 66 |