| (K, N) | M | 链路平均频谱效率(bps/Hz) | 强化学习方法 输出层大小 | 平均 迭代次数 | ||||||
| 强化学习方法 | 其他学习方案 | |||||||||
| Proposed | ER | Joint | Ideal FP | Delayed FP | Random | Proposed | Joint | FP | ||
| (5, 20) | 1 | 1.73 | 1.72 | 1.85 | 1.85 | 1.85 | 0.43 | 1 + 1 | 10 | 57.67 |
| 2 | 2.85 | 2.75 | 2.74 | 2.67 | 2.59 | 0.89 | 2 + 1 | 20 | 97.46 | |
| 4 | 4.69 | 4.53 | 4.50 | 3.77 | 3.65 | 1.87 | 4 + 1 | 40 | 114.52 | |
| 6 | 5.81 | 5.59 | 5.44 | 4.92 | 4.72 | 2.88 | 6 + 1 | 60 | 126.79 | |
| 8 | 6.67 | 6.49 | 5.15 | 5.59 | 5.34 | 3.46 | 8 + 1 | 80 | 134.29 | |
| 10 | 7.31 | 7.04 | 5.08 | 5.62 | 5.41 | 4.18 | 10 + 1 | 100 | 141.81 | |