Table 5 AICDQN improvement over baseline algorithms (Metric %).
Metric (%) | PGOA | ULOOF | DRL | DDPG | DDTO-DRL |
|---|---|---|---|---|---|
Dropped tasks | 79.68 | 79.03 | 48.00 | 79.83 | 62.65 |
Average delay | 24.18 | 22.17 | 10.42 | 14.27 | 7.69 |
Energy consumption | 18.60 | 15.32 | 13.22 | 5.41 | 0.94 |
Metric (%) | PGOA | ULOOF | DRL | DDPG | DDTO-DRL |
|---|---|---|---|---|---|
Dropped tasks | 79.68 | 79.03 | 48.00 | 79.83 | 62.65 |
Average delay | 24.18 | 22.17 | 10.42 | 14.27 | 7.69 |
Energy consumption | 18.60 | 15.32 | 13.22 | 5.41 | 0.94 |