Cascaded CTLE+DFE Optimization
42.7Mean PerformanceDeterministic A2C
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Deterministic A2C2026.03 | 42.7 | 29.5 | 2.34 | 176.8 | 0.95 | |
| DR-IB-A2C2026.03 | 41.5 | 38.2 | 1.68 | 186.4 | 1 | |
| Std. Bayesian A2C2026.03 | 39.4 | 28.9 | 3.12 | 181.2 | 0.97 | |
| Q-learning2026.03 | 28.5 | 20.2 | 4.23 | 2,429.5 | 13.03 | |
| PSO2026.03 | 25.4 | 19.7 | 2.87 | 571.9 | 3.07 | |
| DDPG2026.03 | 21.3 | 16.8 | 3.45 | 950.1 | 5.1 | |
| Genetic Alg.2026.03 | 20.5 | 16.1 | 2.91 | 1,028.9 | 5.52 | |
| Bayesian Opt.2026.03 | 18.9 | 14.2 | 2.45 | 1,214.8 | 6.52 | |
| Grid Search2026.03 | 15.2 | 12.3 | 1.98 | 5,982.8 | 32.1 |